Author: Amanda Everitt
Began: 06/12/24
Finished: 09/04/24

suppressPackageStartupMessages({
  library(plyr); library(dplyr); library(tidyr)
  library(DESeq2)
  library(ggplot2)
  library(tibble)
  library(gridExtra)
  library(ggbiplot)
  library(biomaRt)
  library(ComplexHeatmap)
  library(kableExtra)
  library(ggrepel)
  library(circlize)
  library(stringr)
})

data_dir ="input_data/"
output_dir ="dex_output/"
dir.create(output_dir, recursive = TRUE, showWarnings = FALSE)
dir.create(paste0(output_dir,"figures"), recursive = TRUE, showWarnings = FALSE)

par(mar=c(1,1,1,1), cex.axis=0.5, mfrow=c(1,1))
set.seed(1)
`%ni%` <- purrr::compose(`!`, `%in%`)

Load in matrices.

#Load counts
cts <- read.delim(paste0(data_dir,"star/gjoni_bulkRNAseq_ASD.txt"), sep = "\t", row.names = 1)
original_cts <- cts
cts[1:3,1:4]
##                 ctcf_5_S3 ctcf_8_S4 whole_ko_12_S6 whole_ko_9_S5
## ENSG00000228037         1         0              2             0
## ENSG00000142611        16        16             13            20
## ENSG00000284616         0         0              0             0
#make a quick metadata sheet 
tmp = gsub("whole_", "", colnames(cts))
tmp = gsub("P37_", "", tmp)
metadata <- data.frame(sampleID = colnames(cts), 
                       condition = sapply(strsplit(tmp, "_"), function(x) x[1]),
                       clone_number = sapply(strsplit(tmp, "_"), function(x) x[2]),
                       lane = sapply(strsplit(tmp, "_"), function(x) x[3])
                       )
metadata
##         sampleID condition clone_number lane
## 1      ctcf_5_S3      ctcf            5   S3
## 2      ctcf_8_S4      ctcf            8   S4
## 3 whole_ko_12_S6        ko           12   S6
## 4  whole_ko_9_S5        ko            9   S5
## 5   WT_P37_25_S1        WT           25   S1
## 6   WT_P37_26_S2        WT           26   S2
#Load QC metrics
qc1 <- t(read.delim(paste0(data_dir,"star/gjoni_bulkRNAseq_ASD.stats"), sep = "\t", row.names = 1))
qc2 <- read.delim(paste0(data_dir,"bamqc/gjoni_bulkRNAseq_ASD_merged_qc.txt"), sep = "\t", row.names = 1)
qc_df <- merge(qc1, qc2, by="row.names", all=T)
rownames(qc_df) <- qc_df$Row.names; qc_df <- qc_df[, -1]

qc_df <- qc_df[, as.numeric(which(apply(qc_df, 2, var) > 0 ))] #remove cols with no variance
qc_df <- as.data.frame(t(qc_df))
if(identical(colnames(qc_df), colnames(cts))){
  qc_df["N_reads_mapped", ] <- colSums(cts)
}
qc_df[1:3,1:4]
##                ctcf_5_S3 ctcf_8_S4 whole_ko_12_S6 whole_ko_9_S5
## N_unmapped       3306168   1690398        1563632       2198783
## N_multimapping   4148590   2875036        3321362       4104864
## N_noFeature      6046547   4153500        5826989       6285592
#Is there anything concerning in how the reads were mapped to the genome?
#no. 
par(cex=1, mar = c(10,5,3,1), xpd=TRUE)
a<- as.matrix(qc_df[rownames(qc_df) %in% c("N_reads_mapped", "N_unmapped","N_multimapping","N_noFeature","N_ambiguous"),])
barplot(a, main="Breakdown of Read distribution by sample",
  col=c("orange","pink", "red","green","darkblue"),
    legend = rownames(a),
  las=2, 
  args.legend = list(x="bottomright", cex=0.5) )

pca <- prcomp(t(qc_df), center = T, scale. = T)
percentVar <- pca$sdev^2/sum(pca$sdev^2)
metadata %>%
    mutate(PC1 = pca$x[, 1], PC2 = pca$x[, 2]) %>% 
    ggplot(aes(x = PC1, y = PC2, color=condition, shape=lane, label=sampleID)) +
    geom_point(size = 3) + 
    coord_fixed() + theme_bw() +
    xlab(paste0("PC1: ", round(percentVar[1] * 100), "% variance")) + 
    ylab(paste0("PC2: ", round(percentVar[2] * 100), "% variance")) + 
    ggtitle("PCA of QC metrics") +
    geom_text(size=4, nudge_x = 0.5)

ggbiplot(pca) + theme_bw() + ggtitle("Biplot showing qc metrics + loadings")

Filter zero + lowly expressed genes out.

amanda.plot.density <- function(df, title, my.ylim, my.xlim){
  library(RColorBrewer)
  colramp= colorRampPalette(brewer.pal(4, "BuPu"))(ncol(df))
  plot(density(df[,1]),col="white",lwd=3,ylim=my.ylim, xlim=my.xlim, main=title)
  for(i in 1:ncol(df)){lines(density(df[,i]),lwd=1,col=colramp[i])}
}
par(cex=1, mar = c(3,3,3,3), xpd=FALSE, mfrow=c(3,1))
cpm <- apply(cts,2, function(x) (x/sum(x))*1000000)
amanda.plot.density(log2(cpm + 1), 
                    title=paste0("Original counts (n=",dim(cpm)[1],")"), 
                    my.ylim =c(0,0.5),  my.xlim= c(-1,15))
cpm <- cpm[rowSums(cpm) > 0,]
amanda.plot.density(log2(cpm + 1), 
                    title=paste0("Zero removed counts (n=",dim(cpm)[1],")"), 
                    my.ylim =c(0,0.5),  my.xlim= c(-1,15))
cpm <- cpm[rowSums(cpm > 2) >= 2,]
amanda.plot.density(log2(cpm + 1), 
                    title=paste0("LowExpr filtered counts (n=",dim(cpm)[1],")\n[required > 2 cpm in >= 2 samples]"),
                    my.ylim =c(0,0.5),  my.xlim= c(-1,15))

norm_counts <- log2(cpm + 1)
cts <- cts[rownames(cts) %in% rownames(norm_counts), ] #remove those filtered out. 
pca <- prcomp(t(norm_counts), center = T)
percentVar <- pca$sdev^2/sum(pca$sdev^2)
pc1lab = paste0("PC1: ", round(percentVar[1] * 100), "% variance"); 
pc2lab = paste0("PC2: ", round(percentVar[2] * 100), "% variance")
pca_data = metadata %>% mutate(PC1 = pca$x[, 1], PC2 = pca$x[, 2])

#wes_palette("AsteroidCity3")[1]
pca_data$condition <- toupper(pca_data$condition)
pca_data$shortened_sample = paste0(pca_data$condition, "_rep", rep(c(1,2), 3))
p1 <- ggplot(pca_data, aes(x = PC1, y = PC2, color=condition, label=shortened_sample)) +
    geom_point(size = 3) + coord_fixed() + 
    scale_color_manual(values=c("#FBA72A","#CB7A5C", "#5785C1"), name="Condition") + 
    xlab(pc1lab) + ylab(pc2lab) + theme_bw() +
    ggtitle("Principal Component Analysis") + 
    geom_text_repel(size = 3, nudge_x=0.5)
p1

ggsave(plot=p1, file=paste0(output_dir, "figures/PCA.svg"), width=6, height=6)

Let’s save our normalized + filtered counts.

write.csv(cts, file=paste0(output_dir, "filtered_counts.csv"))
write.csv(norm_counts, file=paste0(output_dir, "norm_counts.csv"))

Differential Expression

#retrieve gene names from biomart. 
ensembl <- useMart("ensembl", dataset = "hsapiens_gene_ensembl")

gene_info <- getBM(
    attributes = c("ensembl_gene_id", "hgnc_symbol", "entrezgene_id"),
    filters = "ensembl_gene_id",
    values = rownames(cts),
    mart = ensembl
)
metadata$condition <- as.factor(metadata$condition)
metadata$condition <- relevel(metadata$condition, ref="WT")
#note, because we created the metadata based on columns, they are naturally in the right order. if you upload
#a different file you may need to confirm that and order the columns accordingly. 
dds <- DESeqDataSetFromMatrix(countData = cts, #raw counts, but filtered to those that are expressed at a reasonable level.
                              colData = metadata,
                              design = ~ condition)
dds <- DESeq(dds)
ddsnorm <- counts(dds, normalized=TRUE)
resultsNames(dds)
## [1] "Intercept"            "condition_ctcf_vs_WT" "condition_ko_vs_WT"
Picking shrinkage
#library(apeglm)
resNorm <- lfcShrink(dds, coef=2, type="normal")
## using 'normal' for LFC shrinkage, the Normal prior from Love et al (2014).
## 
## Note that type='apeglm' and type='ashr' have shown to have less bias than type='normal'.
## See ?lfcShrink for more details on shrinkage type, and the DESeq2 vignette.
## Reference: https://doi.org/10.1093/bioinformatics/bty895
resLFC <- lfcShrink(dds, coef=2, type="apeglm")
## using 'apeglm' for LFC shrinkage. If used in published research, please cite:
##     Zhu, A., Ibrahim, J.G., Love, M.I. (2018) Heavy-tailed prior distributions for
##     sequence count data: removing the noise and preserving large differences.
##     Bioinformatics. https://doi.org/10.1093/bioinformatics/bty895
resAsh <- lfcShrink(dds, coef=2, type="ashr")
## using 'ashr' for LFC shrinkage. If used in published research, please cite:
##     Stephens, M. (2016) False discovery rates: a new deal. Biostatistics, 18:2.
##     https://doi.org/10.1093/biostatistics/kxw041
par(mfrow=c(1,3), mar=c(4,4,2,1))
xlim <- c(1,1e5); ylim <- c(-3,3)
plotMA(resLFC, xlim=xlim, ylim=ylim, main="apeglm")
plotMA(resNorm, xlim=xlim, ylim=ylim, main="normal")
plotMA(resAsh, xlim=xlim, ylim=ylim, main="ashr")
#FUNCTIONS
amanda.volcano.plot <- function(results, title, gene.list=NA, FCcut = 0, Padjcut = 0.05){
    results <- data.frame(results)
    results <- results[!is.na(results$padj) & !is.na(results$log2FoldChange) ,]
    results$sig <- as.factor(ifelse(results$padj <= Padjcut & abs(results$log2FoldChange) > FCcut, "sig", "notsig"))
    to_label <- results[results$hgnc_symbol %in% gene.list, ]
    p1 <- ggplot(results, aes(x=log2FoldChange, y=-log10(padj), col=sig)) + 
        geom_point(aes(color = sig)) +
        ggtitle(title) +
        xlab("log2FC") + ylab("-log10(padj)") +
        scale_colour_manual(values = c("black", "red3"), name ="", labels=c("not signficant", "significant")) +
        theme_bw() + 
        theme(legend.justification=c(1,1), legend.position=c(1,1), legend.title = element_blank(), 
              legend.background = element_rect(fill="transparent", linewidth=0.5, linetype="solid", color = "black")) +
        ggrepel::geom_text_repel(data=to_label, aes(label=hgnc_symbol), show.legend = F, size=2) +
        geom_vline(xintercept = c(FCcut,-1*FCcut), color="blue", linetype="dashed", linewidth=0.5) + 
        geom_hline(yintercept = -log10(Padjcut), color="blue", linetype="dashed", linewidth=0.5) +
        NULL
    return(p1)
}

KO vs WT

res = lfcShrink(dds, coef=3, quiet = TRUE)
ko_vs_WT_res <- res %>% as.data.frame() %>% 
  rownames_to_column(var="ensembl_gene_id") %>% 
  left_join(gene_info, by="ensembl_gene_id") 
ko_vs_WT_sig <- ko_vs_WT_res %>% 
  filter(!is.na(padj), padj < 0.05) %>% 
  arrange(padj)
cat("Number of DEX genes:", nrow(ko_vs_WT_sig))
## Number of DEX genes: 1209
ko_vs_WT_sig %>% 
  kbl() %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed")) %>% 
  scroll_box(width = "800px", height = "400px")
ensembl_gene_id baseMean log2FoldChange lfcSE pvalue padj hgnc_symbol entrezgene_id
ENSG00000254245 1073.36972 -2.8916378 0.1151722 0.0000000 0.0000000 PCDHGA3 56112
ENSG00000016082 2377.61821 -1.0962613 0.0830590 0.0000000 0.0000000 ISL1 3670
ENSG00000058668 3412.78380 -0.9983010 0.0854832 0.0000000 0.0000000 ATP2B4 493
ENSG00000181541 6456.92187 0.7473855 0.0648412 0.0000000 0.0000000 MAB21L2 10586
ENSG00000115828 461.58847 -1.8019194 0.1629428 0.0000000 0.0000000 QPCT 25797
ENSG00000120675 921.53990 -1.8718578 0.1704903 0.0000000 0.0000000 DNAJC15 29103
ENSG00000081842 487.45910 -2.3123472 0.2125181 0.0000000 0.0000000 PCDHA6 56142
ENSG00000196358 3373.76738 -0.8411316 0.0800419 0.0000000 0.0000000 NTNG2 84628
ENSG00000173210 2577.11364 -0.8362417 0.0828019 0.0000000 0.0000000 ABLIM3 22885
ENSG00000196132 5108.30583 0.7705368 0.0766561 0.0000000 0.0000000 MYT1 4661
ENSG00000144057 7088.00293 0.6295501 0.0653384 0.0000000 0.0000000 ST6GAL2 84620
ENSG00000175928 16103.06111 0.3785574 0.0396921 0.0000000 0.0000000 LRRN1 57633
ENSG00000178860 2152.18145 -0.8590285 0.0918371 0.0000000 0.0000000 MSC 9242
ENSG00000185518 11715.41760 -0.5324969 0.0574013 0.0000000 0.0000000 SV2B 9899
ENSG00000092820 2300.40575 -0.9461506 0.1041796 0.0000000 0.0000000 EZR 7430
ENSG00000183778 668.63281 -1.4922760 0.1644936 0.0000000 0.0000000 B3GALT5 10317
ENSG00000155307 313.75674 -2.5470206 0.2890777 0.0000000 0.0000000 SAMSN1 64092
ENSG00000204965 169.97780 -2.3072376 0.2622971 0.0000000 0.0000000 PCDHA5 56143
ENSG00000106772 2249.74542 -0.6355382 0.0724774 0.0000000 0.0000000 PRUNE2 158471
ENSG00000099994 1864.92568 -1.2267048 0.1395428 0.0000000 0.0000000 SUSD2 56241
ENSG00000175426 8626.15213 -0.8073299 0.0941124 0.0000000 0.0000000 PCSK1 5122
ENSG00000180787 60.96651 -5.0476024 0.5924915 0.0000000 0.0000000 ZFP3 124961
ENSG00000131398 2605.13740 -0.6724917 0.0801368 0.0000000 0.0000000 KCNC3 3748
ENSG00000196090 5535.63684 0.6594459 0.0790607 0.0000000 0.0000000 PTPRT 11122
ENSG00000204131 961.62195 -1.3304916 0.1731433 0.0000000 0.0000000 NHSL2 340527
ENSG00000188803 10414.34438 -0.5731097 0.0749546 0.0000000 0.0000000 SHISA6 388336
ENSG00000259663 790.60317 -1.0678515 0.1403429 0.0000000 0.0000000 ISL1-DT 642366
ENSG00000185742 917.94271 -1.1982413 0.1600330 0.0000000 0.0000000 C11orf87 399947
ENSG00000119508 5160.44268 0.4482968 0.0590989 0.0000000 0.0000000 NR4A3 8013
ENSG00000146555 6805.21499 -0.4593392 0.0605235 0.0000000 0.0000000 SDK1 221935
ENSG00000136247 1351.35729 -0.6566404 0.0871321 0.0000000 0.0000000 ZDHHC4 55146
ENSG00000176485 2461.10307 -0.8336779 0.1143850 0.0000000 0.0000000 PLAAT3 11145
ENSG00000242419 4814.85485 -0.3891644 0.0532267 0.0000000 0.0000000 PCDHGC4 56098
ENSG00000070601 879.33016 -1.4242706 0.1978303 0.0000000 0.0000000 FRMPD1 22844
ENSG00000144481 789.02180 -0.7875536 0.1107871 0.0000000 0.0000000 TRPM8 79054
ENSG00000111962 605.62852 -1.5136563 0.2136991 0.0000000 0.0000000 UST 10090
ENSG00000076344 1220.89130 -0.8529727 0.1207522 0.0000000 0.0000000 RGS11 8786
ENSG00000132718 34208.85125 -0.2254911 0.0317674 0.0000000 0.0000000 SYT11 23208
ENSG00000039560 33401.02576 -0.2696820 0.0381041 0.0000000 0.0000000 RAI14 26064
ENSG00000166963 42286.97525 -0.2517133 0.0357026 0.0000000 0.0000000 MAP1A 4130
ENSG00000188869 147.95796 -2.3367267 0.3387212 0.0000000 0.0000000 TMC3 342125
ENSG00000187688 460.74739 -1.2924450 0.1884495 0.0000000 0.0000000 TRPV2 51393
ENSG00000168016 877.26913 -0.7824193 0.1142127 0.0000000 0.0000000 TRANK1 9881
ENSG00000166573 716.77363 -0.9820643 0.1436053 0.0000000 0.0000000 GALR1 2587
ENSG00000118971 5737.01549 -0.6021394 0.0884131 0.0000000 0.0000000 CCND2 894
ENSG00000197747 679.86299 -1.4465463 0.2137979 0.0000000 0.0000000 S100A10 6281
ENSG00000251129 176.57408 -1.9275624 0.2850284 0.0000000 0.0000000 LINC02506 NA
ENSG00000152818 3145.51552 -0.6562266 0.0968645 0.0000000 0.0000000 UTRN 7402
ENSG00000116977 691.92996 -0.8429227 0.1248219 0.0000000 0.0000000 LGALS8 3964
ENSG00000186635 905.21648 -0.7622583 0.1129740 0.0000000 0.0000000 ARAP1 116985
ENSG00000147488 2688.22299 -0.6804485 0.1018212 0.0000000 0.0000000 ST18 9705
ENSG00000152128 2908.69535 0.8026186 0.1205388 0.0000000 0.0000000 TMEM163 81615
ENSG00000015133 4871.31369 -0.4835846 0.0728266 0.0000000 0.0000000 CCDC88C 440193
ENSG00000168779 179.76023 -1.6927377 0.2562835 0.0000000 0.0000000 SHOX2 6474
ENSG00000166676 890.40084 -0.7317234 0.1107426 0.0000000 0.0000000 TVP23A 780776
ENSG00000169213 37668.76089 -0.4961414 0.0755711 0.0000000 0.0000000 RAB3B 5865
ENSG00000198785 8843.25100 0.6050522 0.0929236 0.0000000 0.0000000 GRIN3A 116443
ENSG00000233670 785.26438 -1.1801877 0.1842078 0.0000000 0.0000000 PIRT 644139
ENSG00000013364 534.75097 -1.2295546 0.1921347 0.0000000 0.0000000 MVP 9961
ENSG00000187514 41388.12334 0.2265947 0.0347207 0.0000000 0.0000000 PTMA 5757
ENSG00000250337 2943.40408 -0.4829638 0.0768377 0.0000000 0.0000000 PURPL 643401
ENSG00000113580 1325.46392 -0.8548270 0.1357013 0.0000000 0.0000000 NR3C1 2908
ENSG00000131016 16903.71695 -0.3059980 0.0483903 0.0000000 0.0000000 AKAP12 9590
ENSG00000198216 3482.55960 -0.7492312 0.1199981 0.0000000 0.0000000 CACNA1E 777
ENSG00000230989 32893.68865 0.2099413 0.0324971 0.0000000 0.0000000 HSBP1 3281
ENSG00000166845 449.50057 -1.0729696 0.1727413 0.0000000 0.0000000 C18orf54 162681
ENSG00000063015 3755.14556 -0.3617870 0.0577347 0.0000000 0.0000000 SEZ6 124925
ENSG00000137266 8231.46039 -0.4582014 0.0743861 0.0000000 0.0000000 SLC22A23 63027
ENSG00000173114 7119.46390 0.4206294 0.0681615 0.0000000 0.0000000 LRRN3 54674
ENSG00000118257 4757.49922 -0.5024781 0.0821380 0.0000000 0.0000000 NRP2 8828
ENSG00000127124 5376.91709 -0.3056615 0.0496220 0.0000000 0.0000000 HIVEP3 59269
ENSG00000134940 148.65321 -1.6779724 0.2765856 0.0000000 0.0000000 ACRV1 56
ENSG00000144550 2312.91463 -0.6038396 0.0993874 0.0000000 0.0000000 CPNE9 151835
ENSG00000157570 7614.33228 -0.3354251 0.0547736 0.0000000 0.0000000 TSPAN18 90139
ENSG00000105143 1370.71158 0.6759742 0.1119590 0.0000000 0.0000000 SLC1A6 6511
ENSG00000173821 998.53342 -0.7946420 0.1319817 0.0000000 0.0000000 RNF213 57674
ENSG00000118557 2648.11750 -0.4681179 0.0774771 0.0000000 0.0000000 PMFBP1 83449
ENSG00000080854 13167.38621 -0.2477111 0.0409292 0.0000000 0.0000000 IGSF9B 22997
ENSG00000165731 12471.12500 -0.4274608 0.0710727 0.0000000 0.0000000 RET 5979
ENSG00000277443 40190.68311 0.1976738 0.0321371 0.0000000 0.0000000 MARCKS 4082
ENSG00000197969 9488.84210 -0.3348652 0.0557774 0.0000000 0.0000000 VPS13A 23230
ENSG00000169856 6389.88661 -0.2798178 0.0463334 0.0000000 0.0000000 ONECUT1 3175
ENSG00000149782 1486.35600 -0.6120809 0.1035388 0.0000000 0.0000000 PLCB3 5331
ENSG00000151615 6612.31042 0.3878183 0.0654306 0.0000000 0.0000000 POU4F2 5458
ENSG00000134215 3678.39884 0.4442179 0.0754968 0.0000000 0.0000000 VAV3 10451
ENSG00000112232 2213.82095 0.4279038 0.0727216 0.0000000 0.0000000 KHDRBS2 202559
ENSG00000184497 169.55887 -1.8780876 0.3208440 0.0000000 0.0000000 TMEM255B 348013
ENSG00000170776 5822.17013 -0.3391816 0.0575003 0.0000000 0.0000000 AKAP13 11214
ENSG00000144642 7987.85898 -0.2950565 0.0499881 0.0000000 0.0000000 RBMS3 27303
ENSG00000083857 7300.79493 -0.3729282 0.0626099 0.0000000 0.0000000 FAT1 2195
ENSG00000120885 4133.83675 -0.6998908 0.1209084 0.0000000 0.0000001 CLU 1191
ENSG00000173706 1372.26802 -0.7406009 0.1288147 0.0000000 0.0000001 HEG1 57493
ENSG00000164056 1658.23072 0.5428892 0.0941783 0.0000000 0.0000001 SPRY1 10252
ENSG00000166888 521.43695 -1.1299151 0.1966569 0.0000000 0.0000001 STAT6 6778
ENSG00000290555 765.33942 0.8272005 0.1446255 0.0000000 0.0000001 LINC00680 106660612
ENSG00000135312 1136.43789 -0.5821651 0.1017139 0.0000000 0.0000001 HTR1B 3351
ENSG00000034510 71022.14556 0.2021742 0.0348587 0.0000000 0.0000001 TMSB10 9168
ENSG00000132386 107.47441 -2.3797480 0.4207716 0.0000000 0.0000001 SERPINF1 5176
ENSG00000164318 965.66657 -1.8277038 0.3267033 0.0000000 0.0000001 EGFLAM 133584
ENSG00000250467 191.60738 -1.4993309 0.2684377 0.0000000 0.0000001 PHOX2B-AS1 105374425
ENSG00000180660 11671.98101 0.3689411 0.0653192 0.0000000 0.0000001 MAB21L1 4081
ENSG00000166482 263.10918 -1.6541747 0.2961732 0.0000000 0.0000001 MFAP4 4239
ENSG00000113430 393.45819 1.7000835 0.3051687 0.0000000 0.0000001 IRX4 50805
ENSG00000157168 6545.52879 -0.3553858 0.0632264 0.0000000 0.0000001 NRG1 3084
ENSG00000135406 3814.78127 -1.2692390 0.2300399 0.0000000 0.0000001 PRPH 5630
ENSG00000128805 554.78975 -0.9552533 0.1714855 0.0000000 0.0000001 ARHGAP22 58504
ENSG00000132793 484.51398 -1.1044410 0.1984538 0.0000000 0.0000001 LPIN3 64900
ENSG00000078725 15348.26411 0.4662121 0.0834857 0.0000000 0.0000002 BRINP1 1620
ENSG00000132437 552.56905 -1.0645997 0.1921552 0.0000000 0.0000002 DDC 1644
ENSG00000262484 303.95346 -1.2329405 0.2233927 0.0000000 0.0000002 CCER2 643669
ENSG00000140836 3590.06016 -0.3600901 0.0647193 0.0000000 0.0000002 ZFHX3 463
ENSG00000152495 6913.43890 -0.3192310 0.0572520 0.0000000 0.0000002 CAMK4 814
ENSG00000073670 7223.99046 -0.3343483 0.0600453 0.0000000 0.0000002 ADAM11 4185
ENSG00000130477 23420.12985 -0.2028607 0.0357063 0.0000000 0.0000002 UNC13A 23025
ENSG00000243449 1026.94031 0.6673575 0.1218077 0.0000000 0.0000003 NICOL1 401115
ENSG00000067057 4397.93473 -0.4332258 0.0783154 0.0000000 0.0000003 PFKP 5214
ENSG00000148408 11906.82110 -0.3967230 0.0722467 0.0000000 0.0000003 CACNA1B 774
ENSG00000134986 61936.22477 0.3826868 0.0691892 0.0000000 0.0000003 NREP 9315
ENSG00000119862 7793.73765 0.3103489 0.0565850 0.0000000 0.0000004 LGALSL 29094
ENSG00000147459 351.60725 -0.8994310 0.1696195 0.0000000 0.0000006 DOCK5 80005
ENSG00000119042 2097.50928 -0.6000601 0.1137168 0.0000000 0.0000007 SATB2 23314
ENSG00000180592 3719.73075 0.3474225 0.0653465 0.0000000 0.0000007 SKIDA1 387640
ENSG00000189060 14126.12399 -0.2463364 0.0476133 0.0000000 0.0000008 H1-0 3005
ENSG00000203485 971.21424 -0.6396453 0.1217826 0.0000000 0.0000008 INF2 64423
ENSG00000169918 3321.54814 -0.3793174 0.0718356 0.0000000 0.0000008 OTUD7A 161725
ENSG00000144406 4755.72932 -0.4775887 0.0912247 0.0000000 0.0000009 UNC80 285175
ENSG00000119630 296.89342 -1.3378688 0.2578949 0.0000000 0.0000010 PGF 5228
ENSG00000150625 32814.06671 0.2730263 0.0516086 0.0000000 0.0000010 GPM6A 2823
ENSG00000112852 4271.45396 0.3885959 0.0739111 0.0000000 0.0000010 PCDHB2 56133
ENSG00000112246 658.90334 -0.9010578 0.1725587 0.0000000 0.0000010 SIM1 6492
ENSG00000113296 711.37912 -0.8075311 0.1559030 0.0000000 0.0000010 THBS4 7060
ENSG00000170577 258.29232 -1.6140258 0.3118862 0.0000000 0.0000010 SIX2 10736
ENSG00000152926 695.28360 0.7464181 0.1438131 0.0000000 0.0000010 ZNF117 51351
ENSG00000152926 695.28360 0.7464181 0.1438131 0.0000000 0.0000010 ZNF117 109504726
ENSG00000166006 4292.64130 -0.4300700 0.0824462 0.0000000 0.0000010 KCNC2 3747
ENSG00000148948 5907.88204 0.2982358 0.0566573 0.0000000 0.0000011 LRRC4C 57689
ENSG00000162636 3813.98332 -0.4181024 0.0798438 0.0000000 0.0000011 EEIG2 284611
ENSG00000157110 590.83773 -0.7171583 0.1389913 0.0000000 0.0000011 RBPMS 11030
ENSG00000120708 236.95829 -1.2174350 0.2368845 0.0000000 0.0000011 TGFBI 7045
ENSG00000074803 309.93163 -0.9228569 0.1792884 0.0000000 0.0000011 SLC12A1 6557
ENSG00000168917 2684.60901 -0.4645921 0.0897869 0.0000000 0.0000013 SLC35G2 80723
ENSG00000166250 3763.31932 0.5796896 0.1127532 0.0000000 0.0000013 CLMP 79827
ENSG00000144730 5145.08657 0.3303243 0.0635369 0.0000000 0.0000013 IL17RD 54756
ENSG00000008311 1849.60441 -0.7334877 0.1436568 0.0000000 0.0000014 AASS 10157
ENSG00000177519 15402.27812 0.3210749 0.0623177 0.0000000 0.0000015 RPRM 56475
ENSG00000137726 17339.64638 0.2933189 0.0564543 0.0000000 0.0000015 FXYD6 53826
ENSG00000178773 2432.03733 -0.3702249 0.0720829 0.0000000 0.0000015 CPNE7 27132
ENSG00000272398 68097.44848 0.2631403 0.0509773 0.0000000 0.0000019 CD24 100133941
ENSG00000145920 38421.54507 -0.3494854 0.0683246 0.0000000 0.0000019 CPLX2 10814
ENSG00000198478 14962.46352 -0.3111255 0.0611756 0.0000000 0.0000019 SH3BGRL2 83699
ENSG00000134308 102160.41359 0.1563103 0.0298706 0.0000000 0.0000019 YWHAQ 10971
ENSG00000120875 17185.72124 0.2187226 0.0420341 0.0000000 0.0000020 DUSP4 1846
ENSG00000184524 4439.61049 -0.3229477 0.0633566 0.0000000 0.0000020 CEND1 51286
ENSG00000159556 230.29247 -1.0967054 0.2189952 0.0000000 0.0000021 ISL2 64843
ENSG00000135144 6805.60980 0.2998089 0.0588703 0.0000000 0.0000021 DTX1 1840
ENSG00000143995 665.82406 0.6372145 0.1271592 0.0000000 0.0000022 MEIS1 4211
ENSG00000171914 8856.79568 -0.2792277 0.0547606 0.0000000 0.0000023 TLN2 83660
ENSG00000115297 112.90510 -2.2159925 0.4431260 0.0000000 0.0000025 TLX2 3196
ENSG00000117632 79808.04682 0.1853822 0.0359301 0.0000000 0.0000025 STMN1 3925
ENSG00000102024 612.32121 -1.2751366 0.2573528 0.0000000 0.0000026 PLS3 5358
ENSG00000198963 177.85349 -2.2608851 0.4574925 0.0000000 0.0000026 RORB 6096
ENSG00000116254 17119.98734 -0.2126294 0.0414320 0.0000000 0.0000027 CHD5 26038
ENSG00000135472 4991.85432 -0.2775114 0.0549138 0.0000000 0.0000028 FAIM2 23017
ENSG00000112038 433.99139 -0.7799432 0.1579064 0.0000000 0.0000028 OPRM1 4988
ENSG00000075891 1764.47292 0.6976783 0.1406530 0.0000000 0.0000028 PAX2 5076
ENSG00000196569 534.51623 -0.7744708 0.1572243 0.0000000 0.0000030 LAMA2 3908
ENSG00000105976 342.17887 -1.2721068 0.2601573 0.0000000 0.0000034 MET 4233
ENSG00000203685 3587.43364 -0.9372316 0.1922201 0.0000000 0.0000037 STUM 375057
ENSG00000160691 6713.76246 -0.3326277 0.0673049 0.0000000 0.0000039 SHC1 6464
ENSG00000112419 1431.85203 -0.5111464 0.1043743 0.0000000 0.0000039 PHACTR2 9749
ENSG00000128536 1480.29241 -0.4783814 0.0981683 0.0000001 0.0000045 CDHR3 222256
ENSG00000154678 7626.33727 -0.2813710 0.0570045 0.0000001 0.0000047 PDE1C 5137
ENSG00000198626 3576.44930 -0.5224953 0.1088561 0.0000001 0.0000060 RYR2 6262
ENSG00000152253 118.45342 -1.7326209 0.3628976 0.0000001 0.0000060 SPC25 57405
ENSG00000157087 3262.24404 -0.3139584 0.0646068 0.0000001 0.0000060 ATP2B2 491
ENSG00000172461 2109.67031 0.4754650 0.0988938 0.0000001 0.0000060 FUT9 10690
ENSG00000130702 7486.31015 -0.3476300 0.0718660 0.0000001 0.0000062 LAMA5 3911
ENSG00000079691 644.55934 -0.6152796 0.1290703 0.0000001 0.0000066 CARMIL1 55604
ENSG00000143013 6813.13879 0.3804185 0.0792793 0.0000001 0.0000072 LMO4 8543
ENSG00000163041 15546.14444 0.2265060 0.0466761 0.0000001 0.0000072 H3-3A 3020
ENSG00000271474 613.73931 0.6146086 0.1294469 0.0000001 0.0000072 UNC5C-AS1 NA
ENSG00000166582 5190.49555 0.2543012 0.0520946 0.0000001 0.0000072 CENPV 201161
ENSG00000164853 4862.85870 0.4052895 0.0846971 0.0000001 0.0000072 UNCX 340260
ENSG00000120616 6172.64310 0.2546704 0.0523574 0.0000001 0.0000073 EPC1 80314
ENSG00000064763 339.84189 -1.4413009 0.3070749 0.0000001 0.0000081 FAR2 55711
ENSG00000065833 1137.85694 -0.6088919 0.1288337 0.0000001 0.0000083 ME1 4199
ENSG00000168843 6489.27125 0.2769298 0.0577598 0.0000001 0.0000085 FSTL5 56884
ENSG00000042832 117.33877 -1.7760625 0.3786348 0.0000001 0.0000085 TG 7038
ENSG00000182621 10354.48377 -0.2688503 0.0558933 0.0000001 0.0000087 PLCB1 23236
ENSG00000185477 24387.05478 -0.2057613 0.0425109 0.0000001 0.0000098 GPRIN3 285513
ENSG00000170561 18337.00693 0.1994162 0.0420917 0.0000002 0.0000109 IRX2 153572
ENSG00000123643 6081.82638 -0.2336510 0.0488031 0.0000002 0.0000112 SLC36A1 206358
ENSG00000182287 9218.95288 0.2310639 0.0482525 0.0000002 0.0000112 AP1S2 8905
ENSG00000162490 5241.88427 0.5034275 0.1090218 0.0000002 0.0000138 DRAXIN 374946
ENSG00000154736 351.97895 -0.8479353 0.1853646 0.0000002 0.0000139 ADAMTS5 11096
ENSG00000122359 161.57455 -1.2307573 0.2709663 0.0000002 0.0000161 ANXA11 311
ENSG00000163104 14078.17357 0.1859928 0.0389698 0.0000002 0.0000164 SMARCAD1 56916
ENSG00000183780 303.47879 -1.0759737 0.2379493 0.0000003 0.0000173 SLC35F3 148641
ENSG00000154553 132.22642 -1.6743621 0.3705744 0.0000003 0.0000174 PDLIM3 27295
ENSG00000151693 3202.62244 0.3704242 0.0809593 0.0000003 0.0000184 ASAP2 8853
ENSG00000105855 3265.51047 -0.3722356 0.0817011 0.0000003 0.0000207 ITGB8 3696
ENSG00000273079 1969.92152 0.6329767 0.1409149 0.0000003 0.0000221 GRIN2B 2904
ENSG00000158164 859.83069 0.6209081 0.1383289 0.0000003 0.0000225 TMSB15A 11013
ENSG00000106078 175.25180 -1.1199270 0.2513597 0.0000004 0.0000227 COBL 23242
ENSG00000029993 7494.97242 0.3631267 0.0800936 0.0000004 0.0000229 HMGB3 3149
ENSG00000125967 1961.18417 -0.3635373 0.0804243 0.0000004 0.0000240 NECAB3 63941
ENSG00000184226 14184.66211 0.3790262 0.0839087 0.0000004 0.0000253 PCDH9 5101
ENSG00000155760 697.54186 -0.6174877 0.1387008 0.0000004 0.0000254 FZD7 8324
ENSG00000111885 254.70721 -0.9882644 0.2242115 0.0000004 0.0000273 MAN1A1 4121
ENSG00000091428 3111.05091 -0.3573117 0.0799734 0.0000005 0.0000295 RAPGEF4 11069
ENSG00000105339 803.85517 -0.8014371 0.1826368 0.0000005 0.0000310 DENND3 22898
ENSG00000265485 439.82802 0.8575837 0.1961971 0.0000005 0.0000317 LINC01915 729950
ENSG00000178104 16931.99623 -0.2353807 0.0515635 0.0000005 0.0000318 PDE4DIP 9659
ENSG00000178104 16931.99623 -0.2353807 0.0515635 0.0000005 0.0000318 PDE4DIP 124904395
ENSG00000197006 15432.36766 0.1859015 0.0402542 0.0000005 0.0000318 METTL9 51108
ENSG00000162627 416.39267 -0.7789186 0.1779163 0.0000005 0.0000321 SNX7 51375
ENSG00000129675 510.11548 -0.8129791 0.1863434 0.0000005 0.0000333 ARHGEF6 9459
ENSG00000133069 8727.33879 -0.2687882 0.0596118 0.0000006 0.0000343 TMCC2 9911
ENSG00000186897 373.21524 0.9511704 0.2184187 0.0000006 0.0000343 C1QL4 338761
ENSG00000143153 23857.86523 -0.2823767 0.0627748 0.0000006 0.0000344 ATP1B1 481
ENSG00000244405 2193.16082 -0.3707077 0.0837535 0.0000006 0.0000344 ETV5 2119
ENSG00000125746 4460.06259 -0.4608634 0.1050677 0.0000006 0.0000356 EML2 24139
ENSG00000176884 415.75239 0.6785339 0.1559705 0.0000006 0.0000366 GRIN1 2902
ENSG00000117569 11761.67462 0.1785351 0.0390087 0.0000007 0.0000385 PTBP2 58155
ENSG00000188958 305.84789 -0.7937285 0.1836166 0.0000007 0.0000396 UTS2B 257313
ENSG00000138081 19816.95969 0.1614044 0.0349092 0.0000007 0.0000410 FBXO11 80204
ENSG00000118523 534.59799 0.7528004 0.1746561 0.0000007 0.0000425 CCN2 1490
ENSG00000182718 2700.52754 -1.3761886 0.3215213 0.0000007 0.0000425 ANXA2 302
ENSG00000158258 23629.92125 -0.2649675 0.0599647 0.0000008 0.0000453 CLSTN2 64084
ENSG00000124193 10127.14028 0.1960455 0.0434623 0.0000008 0.0000465 SRSF6 6431
ENSG00000120594 2003.58769 -0.5325303 0.1249461 0.0000010 0.0000552 PLXDC2 84898
ENSG00000149403 581.87899 -0.9453848 0.2238623 0.0000010 0.0000574 GRIK4 2900
ENSG00000120251 5263.45239 -0.4858886 0.1122833 0.0000010 0.0000575 GRIA2 2891
ENSG00000041982 179.22167 -1.3432052 0.3179740 0.0000010 0.0000576 TNC 3371
ENSG00000185352 2394.41920 -0.4513777 0.1058367 0.0000010 0.0000582 HS6ST3 266722
ENSG00000162729 1986.02204 -0.3419144 0.0794660 0.0000011 0.0000594 IGSF8 93185
ENSG00000165606 4410.82487 -0.8200963 0.1970368 0.0000011 0.0000595 DRGX 644168
ENSG00000154928 4553.82811 0.3202346 0.0742514 0.0000011 0.0000598 EPHB1 2047
ENSG00000105939 1035.04830 -0.6078271 0.1438505 0.0000011 0.0000598 ZC3HAV1 56829
ENSG00000110786 6073.25083 0.3229296 0.0750472 0.0000011 0.0000632 PTPN5 84867
ENSG00000172201 12236.40268 0.2910235 0.0681731 0.0000012 0.0000634 ID4 3400
ENSG00000180155 1280.60072 -0.3792430 0.0890900 0.0000012 0.0000659 LYNX1 66004
ENSG00000044115 4539.65246 -0.7587121 0.1815152 0.0000012 0.0000677 CTNNA1 1495
ENSG00000105926 4147.11267 0.4410539 0.1043727 0.0000013 0.0000690 PALS2 51678
ENSG00000106536 645.46706 -0.6321092 0.1510164 0.0000013 0.0000692 POU6F2 11281
ENSG00000139874 375.08590 0.8427293 0.2034198 0.0000015 0.0000780 SSTR1 6751
ENSG00000198918 3658.05413 0.3176674 0.0747865 0.0000015 0.0000813 RPL39 6170
ENSG00000126822 627.25382 0.6029500 0.1452654 0.0000015 0.0000823 PLEKHG3 26030
ENSG00000135749 9807.33842 -0.1961728 0.0450322 0.0000016 0.0000865 PCNX2 80003
ENSG00000286933 124.83968 -1.2219264 0.2973847 0.0000016 0.0000865 NA
ENSG00000198888 84653.58519 -0.1946900 0.0447869 0.0000017 0.0000887 MT-ND1 4535
ENSG00000106070 10958.31217 -0.1922087 0.0443800 0.0000017 0.0000898 GRB10 2887
ENSG00000113532 2051.78235 0.5789339 0.1406424 0.0000018 0.0000934 ST8SIA4 7903
ENSG00000166033 457.83011 0.7190598 0.1752482 0.0000018 0.0000934 HTRA1 5654
ENSG00000067715 108646.89463 -0.2101251 0.0491660 0.0000018 0.0000934 SYT1 6857
ENSG00000140557 6742.77015 0.4065419 0.0979299 0.0000018 0.0000934 ST8SIA2 8128
ENSG00000091136 4070.74816 -0.3521412 0.0843810 0.0000018 0.0000948 LAMB1 3912
ENSG00000197043 1955.78339 -0.3706911 0.0894485 0.0000019 0.0000991 ANXA6 309
ENSG00000105810 834.60811 -0.8865110 0.2182495 0.0000020 0.0001001 CDK6 1021
ENSG00000258405 206.58850 -2.6933965 0.6228521 0.0000020 0.0001001 ZNF578 147660
ENSG00000177663 774.50004 -0.6868396 0.1682517 0.0000020 0.0001001 IL17RA 23765
ENSG00000170421 261.90715 -1.3943934 0.3454564 0.0000021 0.0001078 KRT8 3856
ENSG00000187714 4518.92143 -0.4616001 0.1128827 0.0000022 0.0001102 SLC18A3 6572
ENSG00000134775 3817.29029 0.3756501 0.0912524 0.0000022 0.0001103 FHOD3 80206
ENSG00000143641 8845.06931 -0.2149149 0.0505513 0.0000022 0.0001110 GALNT2 2590
ENSG00000104435 203902.33801 0.1126704 0.0278532 0.0000022 0.0001115 STMN2 11075
ENSG00000150394 1326.38594 0.7729439 0.1913336 0.0000023 0.0001129 CDH8 1006
ENSG00000197324 624.81756 -0.6767172 0.1674823 0.0000023 0.0001155 LRP10 26020
ENSG00000186469 65845.81849 0.2545731 0.0606851 0.0000024 0.0001177 GNG2 54331
ENSG00000082641 22318.82645 -0.1581755 0.0364620 0.0000024 0.0001191 NFE2L1 4779
ENSG00000250305 2017.86159 -0.4159170 0.1021493 0.0000025 0.0001205 TRMT9B 57604
ENSG00000198585 6247.93763 -0.1993879 0.0471248 0.0000026 0.0001275 NUDT16 131870
ENSG00000180008 9820.81355 -0.1886479 0.0443719 0.0000027 0.0001278 SOCS4 122809
ENSG00000136383 328.95998 -0.8418716 0.2105298 0.0000026 0.0001278 ALPK3 57538
ENSG00000172175 1411.97502 -0.4747625 0.1176252 0.0000027 0.0001278 MALT1 10892
ENSG00000136928 13640.96664 -0.2460792 0.0590711 0.0000027 0.0001282 GABBR2 9568
ENSG00000164211 3633.21888 -0.2652149 0.0640821 0.0000027 0.0001295 STARD4 134429
ENSG00000198838 1043.66784 -0.4659162 0.1155745 0.0000027 0.0001295 RYR3 6263
ENSG00000116833 598.45411 -0.8224929 0.2061790 0.0000028 0.0001311 NR5A2 2494
ENSG00000056487 9056.82306 -0.2094579 0.0492631 0.0000029 0.0001348 PHF21B 112885
ENSG00000035403 4294.79595 -0.2581348 0.0627179 0.0000032 0.0001479 VCL 7414
ENSG00000273706 10346.70397 0.2173105 0.0518682 0.0000032 0.0001479 LHX1 3975
ENSG00000110975 1614.78386 -0.6642386 0.1678710 0.0000032 0.0001497 SYT10 341359
ENSG00000197008 276.71768 0.8182366 0.2067476 0.0000032 0.0001502 ZNF138 7697
ENSG00000158710 287.41320 -1.3438481 0.3415423 0.0000033 0.0001513 TAGLN2 8407
ENSG00000078269 382.32585 -1.0664900 0.2710137 0.0000033 0.0001528 SYNJ2 8871
ENSG00000120802 4784.76169 0.2537776 0.0613886 0.0000033 0.0001531 TMPO 7112
ENSG00000090975 14107.98060 -0.2360939 0.0573098 0.0000035 0.0001608 PITPNM2 57605
ENSG00000162981 16355.34167 0.2474796 0.0603908 0.0000036 0.0001624 LRATD1 151354
ENSG00000150722 1534.40317 -0.5721668 0.1450497 0.0000036 0.0001624 PPP1R1C 151242
ENSG00000231925 2497.72469 -0.3982569 0.0997477 0.0000036 0.0001624 TAPBP 6892
ENSG00000253305 1428.67323 0.3657115 0.0921735 0.0000042 0.0001889 PCDHGB6 56100
ENSG00000172159 7881.15519 -0.2974397 0.0733833 0.0000042 0.0001889 FRMD3 257019
ENSG00000160460 2887.94280 -0.2863345 0.0713735 0.0000043 0.0001947 SPTBN4 57731
ENSG00000103449 5008.05235 -0.2938474 0.0735121 0.0000045 0.0001994 SALL1 6299
ENSG00000071073 4694.82014 -0.3192154 0.0803042 0.0000045 0.0002007 MGAT4A 11320
ENSG00000198795 3594.44406 0.3522430 0.0891115 0.0000046 0.0002053 ZNF521 25925
ENSG00000168246 8160.16705 0.1964212 0.0476001 0.0000047 0.0002105 UBTD2 92181
ENSG00000243317 8674.09179 0.1835572 0.0444435 0.0000048 0.0002109 STMP1 647087
ENSG00000124126 4449.93454 -0.2266936 0.0559698 0.0000049 0.0002135 PREX1 57580
ENSG00000152932 32007.55178 0.2651595 0.0667076 0.0000050 0.0002191 RAB3C 115827
ENSG00000095397 1321.93337 -0.6541306 0.1738348 0.0000052 0.0002263 WHRN 25861
ENSG00000113368 4338.36273 0.2724802 0.0688382 0.0000057 0.0002462 LMNB1 4001
ENSG00000155858 6641.61841 0.2788281 0.0705636 0.0000057 0.0002462 LSM11 134353
ENSG00000148357 2027.73711 -0.6124998 0.1601957 0.0000057 0.0002462 HMCN2 256158
ENSG00000153179 373.43739 -0.9506083 0.2507075 0.0000059 0.0002565 RASSF3 283349
ENSG00000198804 392192.72486 -0.2230333 0.0557183 0.0000061 0.0002615 MT-CO1 4512
ENSG00000100441 1863.23044 -0.4888533 0.1279845 0.0000061 0.0002616 KHNYN 23351
ENSG00000047849 31514.78310 -0.1513421 0.0348010 0.0000062 0.0002652 MAP4 4134
ENSG00000235531 2438.22263 -0.4830374 0.1262370 0.0000062 0.0002652 MSC-AS1 100132891
ENSG00000213366 539.40017 -0.6962780 0.1839831 0.0000067 0.0002839 GSTM2 2946
ENSG00000214357 763.20213 0.5285749 0.1392321 0.0000070 0.0002948 NEURL1B 54492
ENSG00000143847 3526.80848 -0.4035508 0.1061007 0.0000073 0.0003076 PPFIA4 8497
ENSG00000144366 343.16143 -0.7104316 0.1894456 0.0000073 0.0003081 GULP1 51454
ENSG00000046604 277.43513 -0.8005759 0.2138015 0.0000074 0.0003093 DSG2 1829
ENSG00000198846 332.75601 0.9106216 0.2441546 0.0000078 0.0003246 TOX 9760
ENSG00000142534 18216.61333 0.1981808 0.0505309 0.0000082 0.0003432 RPS11 6205
ENSG00000065618 118.76808 -1.5938379 0.4309628 0.0000085 0.0003513 COL17A1 1308
ENSG00000215808 1087.85888 -0.4643056 0.1240875 0.0000089 0.0003702 LINC01139 339535
ENSG00000106853 2146.10225 -0.3281284 0.0865796 0.0000092 0.0003813 PTGR1 22949
ENSG00000198353 638.83660 0.8263521 0.2241467 0.0000094 0.0003886 HOXC4 3221
ENSG00000130635 368.61049 -0.7601309 0.2066525 0.0000097 0.0003967 COL5A1 1289
ENSG00000116667 9330.74453 0.2381749 0.0624897 0.0000099 0.0004035 C1orf21 81563
ENSG00000261824 6933.68896 0.1939353 0.0493333 0.0000103 0.0004208 LINC00662 148189
ENSG00000115461 642.26557 1.4281148 0.3931900 0.0000105 0.0004275 IGFBP5 3488
ENSG00000111846 2330.01407 0.3707491 0.0993381 0.0000107 0.0004336 GCNT2 2651
ENSG00000132561 128.60039 -1.1442289 0.3150150 0.0000109 0.0004417 MATN2 4147
ENSG00000167460 11735.03933 0.1815610 0.0460741 0.0000110 0.0004419 TPM4 7171
ENSG00000143621 14745.68365 0.1494964 0.0372189 0.0000112 0.0004456 ILF2 3608
ENSG00000135540 2580.83082 -0.2954850 0.0785052 0.0000112 0.0004456 NHSL1 57224
ENSG00000107372 16362.31657 0.1512643 0.0379731 0.0000112 0.0004456 ZFAND5 7763
ENSG00000181418 214.68726 -0.9813589 0.2707511 0.0000111 0.0004456 DDN 23109
ENSG00000129951 14511.72453 0.2264918 0.0588695 0.0000113 0.0004489 PLPPR3 79948
ENSG00000138448 1723.38771 -0.5721217 0.1570222 0.0000116 0.0004572 ITGAV 3685
ENSG00000197451 10826.67587 0.1701365 0.0431000 0.0000119 0.0004668 HNRNPAB 3182
ENSG00000189056 3272.34685 0.8600044 0.2382263 0.0000122 0.0004781 RELN 5649
ENSG00000187135 861.65600 0.4602249 0.1253121 0.0000122 0.0004781 VSTM2B 342865
ENSG00000003402 5396.88169 -0.2374635 0.0624164 0.0000123 0.0004818 CFLAR 8837
ENSG00000164100 627.98040 0.5018391 0.1377098 0.0000125 0.0004847 NDST3 9348
ENSG00000101856 19395.21230 0.1501092 0.0376065 0.0000126 0.0004905 PGRMC1 10857
ENSG00000131171 5351.79841 -0.3151024 0.0847827 0.0000127 0.0004926 SH3BGRL 6451
ENSG00000102699 789.62534 -0.6419959 0.1778837 0.0000130 0.0004997 PARP4 143
ENSG00000122550 9938.37281 0.2018134 0.0530252 0.0000132 0.0005076 KLHL7 55975
ENSG00000187678 6289.59822 -0.2416301 0.0639724 0.0000135 0.0005185 SPRY4 81848
ENSG00000106069 7890.96450 0.2698650 0.0720822 0.0000136 0.0005197 CHN2 1124
ENSG00000171444 737.76864 -0.7544413 0.2105883 0.0000137 0.0005219 MCC 4163
ENSG00000074416 533.83467 -0.6433112 0.1793332 0.0000139 0.0005273 MGLL 11343
ENSG00000088387 1384.93961 -0.3732150 0.1020238 0.0000139 0.0005273 DOCK9 23348
ENSG00000154127 4155.43023 -0.2595812 0.0697259 0.0000140 0.0005298 UBASH3B 84959
ENSG00000198727 84259.66504 -0.2297857 0.0611239 0.0000143 0.0005378 MT-CYB 4519
ENSG00000213626 17669.06183 0.3087946 0.0835479 0.0000144 0.0005402 LBH 81606
ENSG00000196159 879.97360 0.4040331 0.1110365 0.0000144 0.0005416 FAT4 79633
ENSG00000169554 2979.18414 -0.3653480 0.1004820 0.0000150 0.0005574 ZEB2 9839
ENSG00000008710 13457.38451 -0.2000017 0.0525094 0.0000150 0.0005574 PKD1 5310
ENSG00000141424 16645.04488 0.1624136 0.0414069 0.0000150 0.0005574 SLC39A6 25800
ENSG00000147434 926.39246 0.4979327 0.1385928 0.0000151 0.0005592 CHRNA6 8973
ENSG00000183023 7952.41348 0.2843390 0.0768211 0.0000151 0.0005596 SLC8A1 6546
ENSG00000168243 6100.33333 0.3804362 0.1044845 0.0000154 0.0005668 GNG4 2786
ENSG00000181652 783.28747 -0.4330527 0.1201081 0.0000155 0.0005685 ATG9B 285973
ENSG00000074590 3361.36190 -0.3833637 0.1058802 0.0000158 0.0005797 NUAK1 9891
ENSG00000146648 496.67174 -0.8440028 0.2393666 0.0000164 0.0006001 EGFR 1956
ENSG00000051523 149.92413 -0.9961342 0.2830166 0.0000167 0.0006067 CYBA 1535
ENSG00000242265 244041.60537 -0.2090762 0.0555422 0.0000175 0.0006344 PEG10 23089
ENSG00000139190 793.28677 -0.5607366 0.1587360 0.0000177 0.0006427 VAMP1 6843
ENSG00000092421 3515.49729 -0.3253398 0.0900192 0.0000183 0.0006621 SEMA6A 57556
ENSG00000158715 337.01029 -0.7365725 0.2100931 0.0000184 0.0006644 SLC45A3 85414
ENSG00000106948 599.32681 -0.4968957 0.1405623 0.0000186 0.0006699 AKNA 80709
ENSG00000182168 6487.02543 0.2247382 0.0605374 0.0000192 0.0006886 UNC5C 8633
ENSG00000065613 5406.33122 -0.2145950 0.0575476 0.0000196 0.0007023 SLK 9748
ENSG00000115896 13928.21876 -0.2805554 0.0774365 0.0000204 0.0007250 PLCL1 5334
ENSG00000103485 6358.32798 -0.2711741 0.0746079 0.0000204 0.0007250 QPRT 23475
ENSG00000148680 1054.07295 -0.6826839 0.1962570 0.0000205 0.0007251 HTR7 3363
ENSG00000137094 9983.17534 0.1572788 0.0410413 0.0000206 0.0007268 DNAJB5 25822
ENSG00000064989 302.21169 -1.0881913 0.3151969 0.0000210 0.0007393 CALCRL 10203
ENSG00000154654 5895.87394 0.2563837 0.0704493 0.0000215 0.0007549 NCAM2 4685
ENSG00000138640 3922.21147 -0.3765358 0.1064749 0.0000217 0.0007599 FAM13A 10144
ENSG00000243232 2152.57308 -0.3300390 0.0928216 0.0000218 0.0007638 PCDHAC2 56134
ENSG00000186480 10074.49850 -0.1573108 0.0411257 0.0000219 0.0007641 INSIG1 3638
ENSG00000110042 11818.53847 0.2749270 0.0759478 0.0000222 0.0007725 DTX4 23220
ENSG00000133816 341.57354 -0.9770765 0.2846200 0.0000224 0.0007763 MICAL2 9645
ENSG00000103257 6235.78090 -0.1798377 0.0478590 0.0000231 0.0007987 SLC7A5 8140
ENSG00000290596 127.39926 -1.1223210 0.3291987 0.0000236 0.0008134 100216479
ENSG00000117152 1383.74246 0.4694682 0.1355302 0.0000242 0.0008318 RGS4 5999
ENSG00000107731 320.76359 -0.8173834 0.2395075 0.0000250 0.0008583 UNC5B 219699
ENSG00000104327 1261.25117 -0.5193353 0.1507453 0.0000251 0.0008588 CALB1 793
ENSG00000197329 3085.10411 0.2852559 0.0801266 0.0000256 0.0008740 PELI1 57162
ENSG00000168546 1192.77291 -0.3310082 0.0941267 0.0000259 0.0008811 GFRA2 2675
ENSG00000253706 302.63474 -0.6581946 0.1923672 0.0000259 0.0008811 NA
ENSG00000103335 1354.52706 -0.9608982 0.2842116 0.0000265 0.0008967 PIEZO1 9780
ENSG00000112309 14098.78603 -0.4923912 0.1434808 0.0000269 0.0009081 B3GAT2 135152
ENSG00000132475 37721.84303 0.1366714 0.0354309 0.0000269 0.0009081 H3-3B 3021
ENSG00000158816 285.30794 -0.7275699 0.2145720 0.0000276 0.0009296 VWA5B1 127731
ENSG00000172403 264.52620 -0.8373632 0.2480783 0.0000277 0.0009308 SYNPO2 171024
ENSG00000171502 177.56910 -1.1410604 0.3382927 0.0000279 0.0009332 COL24A1 255631
ENSG00000237440 2726.17339 0.3289931 0.0941392 0.0000281 0.0009382 ZNF737 100129842
ENSG00000113319 1089.23101 -0.6110920 0.1802985 0.0000283 0.0009407 RASGRF2 5924
ENSG00000179796 4437.71391 0.6645634 0.1975735 0.0000284 0.0009417 LRRC3B 116135
ENSG00000070748 1513.40650 -0.3344132 0.0953187 0.0000284 0.0009417 CHAT 1103
ENSG00000180543 1447.73098 0.4650934 0.1356830 0.0000287 0.0009463 TSPYL5 85453
ENSG00000167178 20093.26056 -0.2543466 0.0717238 0.0000286 0.0009463 ISLR2 57611
ENSG00000108684 3013.66006 -0.2620780 0.0740306 0.0000292 0.0009588 ASIC2 40
ENSG00000112541 2744.71063 0.3844626 0.1116030 0.0000300 0.0009799 PDE10A 10846
ENSG00000112541 2744.71063 0.3844626 0.1116030 0.0000300 0.0009799 PDE10A 90632
ENSG00000132640 8097.31690 0.1839810 0.0500488 0.0000300 0.0009799 BTBD3 22903
ENSG00000070882 867.32075 0.4619925 0.1357472 0.0000314 0.0010233 OSBPL3 26031
ENSG00000084207 5630.34803 -0.2582369 0.0732377 0.0000318 0.0010349 GSTP1 2950
ENSG00000101104 765.38000 -0.3966762 0.1160125 0.0000319 0.0010374 PABPC1L 80336
ENSG00000069956 22555.88202 0.1556019 0.0418943 0.0000324 0.0010480 MAPK6 5597
ENSG00000150760 993.81725 -0.5743033 0.1709333 0.0000325 0.0010500 DOCK1 1793
ENSG00000156103 9143.75690 0.3047871 0.0877511 0.0000328 0.0010582 MMP16 4325
ENSG00000151834 1011.85723 0.6541748 0.1955412 0.0000331 0.0010652 GABRA2 2555
ENSG00000101160 178.06436 -0.9978997 0.3006386 0.0000333 0.0010679 CTSZ 1522
ENSG00000159674 623.64071 -0.6087560 0.1818525 0.0000336 0.0010736 SPON2 10417
ENSG00000184672 4276.58453 -0.4143179 0.1221319 0.0000338 0.0010801 RALYL 138046
ENSG00000198886 169697.44281 -0.2043775 0.0582746 0.0000340 0.0010810 MT-ND4 4538
ENSG00000115963 3557.26050 0.2206579 0.0618381 0.0000341 0.0010833 RND3 390
ENSG00000166886 1307.09539 -0.3873406 0.1142833 0.0000357 0.0011280 NAB2 4665
ENSG00000067955 17830.86547 -0.2742034 0.0788638 0.0000356 0.0011280 CBFB 865
ENSG00000108468 15473.93895 0.1512104 0.0406132 0.0000362 0.0011423 CBX1 10951
ENSG00000152208 577.96743 -0.8179913 0.2483793 0.0000370 0.0011649 GRID2 2895
ENSG00000198040 9276.60594 0.2065543 0.0580638 0.0000372 0.0011649 ZNF84 7637
ENSG00000169684 6845.61825 -0.3353225 0.0983633 0.0000372 0.0011649 CHRNA5 1138
ENSG00000173406 7243.24956 0.2919828 0.0846781 0.0000375 0.0011705 DAB1 1600
ENSG00000163430 1341.56797 -0.4929215 0.1477971 0.0000377 0.0011725 FSTL1 11167
ENSG00000182054 5540.63451 0.2058995 0.0576645 0.0000377 0.0011725 IDH2 3418
ENSG00000187867 489.11353 -0.5044963 0.1513699 0.0000379 0.0011742 PALM3 342979
ENSG00000101445 1477.27047 -0.2949077 0.0859225 0.0000383 0.0011844 PPP1R16B 26051
ENSG00000198763 77092.09816 -0.1627078 0.0469039 0.0000385 0.0011893 MT-ND2 4536
ENSG00000175344 1151.80797 -0.5549115 0.1674173 0.0000387 0.0011906 CHRNA7 1139
ENSG00000196169 247.10440 -0.9677466 0.2957923 0.0000392 0.0012048 KIF19 124602
ENSG00000144283 9020.48673 -0.2652366 0.0747349 0.0000398 0.0012197 PKP4 8502
ENSG00000136141 2796.72710 -0.2497414 0.0718222 0.0000402 0.0012283 LRCH1 23143
ENSG00000104059 1688.21270 -0.4405860 0.1323273 0.0000408 0.0012446 ENTREP2 23359
ENSG00000136193 59002.68688 -0.1294897 0.0333581 0.0000420 0.0012770 SCRN1 9805
ENSG00000122966 6945.04135 -0.3285927 0.0968936 0.0000421 0.0012771 CIT 11113
ENSG00000213983 3822.09908 -0.2760501 0.0806396 0.0000429 0.0013007 AP1G2 8906
ENSG00000173805 953.91367 -0.5032704 0.1526303 0.0000438 0.0013227 HAP1 9001
ENSG00000135111 686.47166 -0.7392002 0.2276017 0.0000443 0.0013352 TBX3 6926
ENSG00000100321 14524.68848 -0.1768102 0.0496225 0.0000444 0.0013371 SYNGR1 9145
ENSG00000130203 151.80404 -1.0485032 0.3249104 0.0000447 0.0013415 APOE 348
ENSG00000177551 27396.97232 0.1273175 0.0353368 0.0000455 0.0013609 NHLH2 4808
ENSG00000081138 5722.72733 -0.1757682 0.0490060 0.0000455 0.0013609 CDH7 1005
ENSG00000121064 492.14158 -0.7003599 0.2163788 0.0000472 0.0014029 SCPEP1 59342
ENSG00000183036 1972.19999 0.3283610 0.0979376 0.0000471 0.0014029 PCP4 5121
ENSG00000170836 2065.04763 0.3016519 0.0895475 0.0000486 0.0014421 PPM1D 8493
ENSG00000213949 326.47247 -1.0633784 0.3322558 0.0000489 0.0014475 ITGA1 3672
ENSG00000112186 4119.13604 -0.3338258 0.1001493 0.0000491 0.0014511 CAP2 10486
ENSG00000100918 2473.41728 -0.2873907 0.0850659 0.0000494 0.0014563 REC8 9985
ENSG00000144681 199.44516 -0.7780860 0.2423581 0.0000504 0.0014827 STAC 6769
ENSG00000108924 251.54133 -0.9916550 0.3106776 0.0000508 0.0014897 HLF 3131
ENSG00000110925 10381.45139 0.1703989 0.0476634 0.0000511 0.0014977 CSRNP2 81566
ENSG00000215397 4111.00890 0.3017567 0.0901904 0.0000520 0.0015195 SCRT2 85508
ENSG00000196083 1428.32711 -0.3069786 0.0919474 0.0000526 0.0015331 IL1RAP 3556
ENSG00000145675 7348.29279 -0.2190553 0.0636060 0.0000527 0.0015331 PIK3R1 5295
ENSG00000107719 414.16180 -0.5289303 0.1643786 0.0000541 0.0015704 PALD1 27143
ENSG00000131370 5396.10567 0.2802780 0.0840176 0.0000564 0.0016339 SH3BP5 9467
ENSG00000102317 4525.03374 0.1958430 0.0562661 0.0000566 0.0016340 RBM3 5935
ENSG00000180287 1252.86267 -0.4650480 0.1448764 0.0000572 0.0016449 PLD5 200150
ENSG00000117600 1325.36220 -0.5274710 0.1650707 0.0000572 0.0016449 PLPPR4 9890
ENSG00000134376 419.14131 -0.6803300 0.2145438 0.0000575 0.0016498 CRB1 23418
ENSG00000232053 566.36332 0.5549101 0.1735069 0.0000577 0.0016526 105375523
ENSG00000120738 2934.00963 -0.3786350 0.1164659 0.0000584 0.0016683 EGR1 1958
ENSG00000136040 3444.90872 0.2206655 0.0645321 0.0000587 0.0016738 PLXNC1 10154
ENSG00000196628 1350.11981 -0.4393090 0.1362965 0.0000590 0.0016785 TCF4 6925
ENSG00000082805 18525.82362 -0.1606061 0.0452447 0.0000598 0.0016973 ERC1 23085
ENSG00000147535 742.32061 0.4455465 0.1387476 0.0000604 0.0017101 PLPP5 84513
ENSG00000196591 19910.40456 0.1561317 0.0449050 0.0000615 0.0017384 HDAC2 3066
ENSG00000176956 4214.63011 0.2190272 0.0642617 0.0000628 0.0017647 LY6H 4062
ENSG00000166736 1698.96856 -0.0531413 0.1065743 0.0000627 0.0017647 HTR3A 3359
ENSG00000105251 699.17927 0.5699575 0.1798059 0.0000628 0.0017647 SHD 56961
ENSG00000065978 74064.33121 0.1645651 0.0465612 0.0000632 0.0017715 YBX1 4904
ENSG00000188191 3015.45660 -0.2516419 0.0752510 0.0000636 0.0017802 PRKAR1B 5575
ENSG00000155897 261.85486 -0.7992313 0.2547572 0.0000638 0.0017804 ADCY8 114
ENSG00000196526 25057.41708 -0.1381779 0.0370862 0.0000654 0.0018228 AFAP1 60312
ENSG00000095637 16250.86478 0.2688536 0.0811901 0.0000663 0.0018425 SORBS1 10580
ENSG00000020129 18102.05547 -0.1636570 0.0469320 0.0000667 0.0018494 NCDN 23154
ENSG00000197444 1459.68032 -0.3388515 0.1043705 0.0000668 0.0018494 OGDHL 55753
ENSG00000196141 2139.44271 -0.3181325 0.0977676 0.0000682 0.0018836 SPATS2L 26010
ENSG00000101938 407.93772 -0.5324139 0.1689932 0.0000686 0.0018900 CHRDL1 91851
ENSG00000176978 1352.83765 -0.4275971 0.1336734 0.0000689 0.0018959 DPP7 29952
ENSG00000164300 2021.90334 -0.2576969 0.0778971 0.0000692 0.0019002 SERINC5 256987
ENSG00000149575 1935.54083 -0.2635829 0.0798721 0.0000698 0.0019070 SCN2B 6327
ENSG00000070540 527.34813 -0.4987228 0.1582019 0.0000697 0.0019070 WIPI1 55062
ENSG00000142549 11144.27821 0.2399623 0.0719077 0.0000703 0.0019163 IGLON5 402665
ENSG00000184305 2168.02022 0.3124536 0.0963550 0.0000710 0.0019335 CCSER1 401145
ENSG00000197935 142.30730 -0.9098883 0.2940443 0.0000720 0.0019546 ZNF311 282890
ENSG00000169891 2095.74757 -0.3115757 0.0923259 0.0000724 0.0019630 REPS2 9185
ENSG00000116584 5083.07666 0.2520436 0.0761307 0.0000727 0.0019651 ARHGEF2 9181
ENSG00000116679 13812.79464 0.1583154 0.0451432 0.0000735 0.0019777 IVNS1ABP 10625
ENSG00000170624 706.13024 -0.5566696 0.1785857 0.0000734 0.0019777 SGCD 6444
ENSG00000112139 24388.87169 0.1971436 0.0578053 0.0000736 0.0019777 MDGA1 266727
ENSG00000139970 107619.13932 0.1235605 0.0341133 0.0000738 0.0019792 RTN1 6252
ENSG00000120049 3993.53407 -0.3764874 0.1183184 0.0000740 0.0019799 KCNIP2 30819
ENSG00000116183 927.51989 -0.6928407 0.2245366 0.0000753 0.0020118 PAPPA2 60676
ENSG00000139372 3198.36207 0.2354078 0.0708690 0.0000758 0.0020192 TDG 6996
ENSG00000134533 419.51795 -0.8131021 0.2643968 0.0000759 0.0020192 RERG 85004
ENSG00000158321 8229.00476 -0.2213154 0.0663261 0.0000770 0.0020439 AUTS2 26053
ENSG00000120907 1043.10904 0.4436711 0.1414548 0.0000785 0.0020790 ADRA1A 148
ENSG00000075420 754.57106 -0.4292087 0.1368543 0.0000789 0.0020857 FNDC3B 64778
ENSG00000041515 533.68072 0.8483844 0.2775442 0.0000803 0.0021200 MYO16 23026
ENSG00000064692 894.33131 0.5691179 0.1839774 0.0000807 0.0021265 SNCAIP 9627
ENSG00000127483 16576.84048 0.1370144 0.0389868 0.0000810 0.0021288 HP1BP3 50809
ENSG00000163053 2646.10601 0.4652731 0.1492623 0.0000826 0.0021670 SLC16A14 151473
ENSG00000100266 5947.98417 -0.1702407 0.0493080 0.0000840 0.0022001 PACSIN2 11252
ENSG00000072840 174.34268 -0.9797046 0.3248109 0.0000879 0.0022888 EVC 2121
ENSG00000113763 1751.39130 -0.3897795 0.1242868 0.0000879 0.0022888 UNC5A 90249
ENSG00000006071 813.99912 -0.4090373 0.1311208 0.0000876 0.0022888 ABCC8 6833
ENSG00000165462 244.41499 -1.2318499 0.4081309 0.0000885 0.0022991 PHOX2A 401
ENSG00000184949 1271.44817 0.3372872 0.1070539 0.0000906 0.0023481 FAM227A 646851
ENSG00000152402 1479.69374 -0.4458535 0.1446700 0.0000911 0.0023573 GUCY1A2 2977
ENSG00000259439 2620.11005 -0.4508767 0.1463436 0.0000931 0.0023989 LINC01833 107985879
ENSG00000102265 153.78232 -0.9313951 0.3093592 0.0000930 0.0023989 TIMP1 7076
ENSG00000185532 1779.59061 -0.3419996 0.1095281 0.0000950 0.0024428 PRKG1 5592
ENSG00000148356 5099.84324 -0.1914670 0.0561592 0.0000953 0.0024473 LRSAM1 90678
ENSG00000291233 154.15100 -0.8627389 0.2881330 0.0000980 0.0025105 NA
ENSG00000198075 776.71224 -0.4170357 0.1360419 0.0001012 0.0025882 SULT1C4 27233
ENSG00000171033 49674.77926 0.1361962 0.0387288 0.0001016 0.0025940 PKIA 5569
ENSG00000122547 1458.94714 -0.4524700 0.1487510 0.0001022 0.0026034 EEPD1 80820
ENSG00000254726 15612.86714 0.1888962 0.0565377 0.0001047 0.0026577 MEX3A 92312
ENSG00000180035 4059.28279 0.1932342 0.0582277 0.0001047 0.0026577 ZNF48 197407
ENSG00000083444 2251.48834 -0.2488326 0.0785455 0.0001056 0.0026707 PLOD1 5351
ENSG00000162992 895.87243 -0.4431867 0.1460324 0.0001057 0.0026707 NEUROD1 4760
ENSG00000164778 270.57529 0.7224914 0.2423434 0.0001077 0.0027175 EN2 2020
ENSG00000276644 21852.54243 0.1303136 0.0376056 0.0001079 0.0027175 DACH1 1602
ENSG00000077097 26650.03204 0.1820906 0.0548060 0.0001085 0.0027197 TOP2B 7155
ENSG00000188107 193.02703 -0.7763629 0.2615344 0.0001084 0.0027197 EYS 346007
ENSG00000178445 1320.33178 -0.3598372 0.1170289 0.0001086 0.0027197 GLDC 2731
ENSG00000122584 305.12952 -0.6596181 0.2219561 0.0001095 0.0027371 NXPH1 30010
ENSG00000184156 1899.79287 -0.2897927 0.0929883 0.0001108 0.0027635 KCNQ3 3786
ENSG00000148600 644.28556 -0.4540449 0.1503059 0.0001127 0.0028051 CDHR1 92211
ENSG00000109062 908.73439 -0.3387991 0.1101961 0.0001132 0.0028116 NHERF1 9368
ENSG00000225953 554.76220 -0.5669231 0.1904931 0.0001148 0.0028461 SATB2-AS1 150538
ENSG00000106484 2031.32929 -0.2397549 0.0750024 0.0001160 0.0028657 MEST 4232
ENSG00000165588 1052.88355 -0.0359598 0.0886273 0.0001160 0.0028657 OTX2 5015
ENSG00000134330 2139.41473 -0.3073982 0.0993879 0.0001163 0.0028669 IAH1 285148
ENSG00000170091 57194.33690 0.1231976 0.0351379 0.0001168 0.0028743 NSG2 51617
ENSG00000172247 483.12531 0.5326061 0.1793564 0.0001218 0.0029929 C1QTNF4 114900
ENSG00000206432 1328.06593 0.3587871 0.1181457 0.0001233 0.0030245 TMEM200C 645369
ENSG00000188483 2972.66531 0.2079131 0.0643775 0.0001243 0.0030423 IER5L 389792
ENSG00000155893 6111.74763 0.2075651 0.0640382 0.0001269 0.0030988 PXYLP1 92370
ENSG00000122012 656.57377 -0.6581879 0.2253183 0.0001273 0.0031040 SV2C 22987
ENSG00000049246 787.92980 -0.3821942 0.1272173 0.0001280 0.0031162 PER3 8863
ENSG00000104361 1002.52634 -0.3268172 0.1078967 0.0001299 0.0031567 NIPAL2 79815
ENSG00000162545 16992.50489 0.1428796 0.0419553 0.0001307 0.0031663 CAMK2N1 55450
ENSG00000144712 1140.32829 -0.3392650 0.1119072 0.0001310 0.0031663 CAND2 23066
ENSG00000100604 33464.00730 -0.2345533 0.0735761 0.0001311 0.0031663 CHGA 1113
ENSG00000137497 20479.95332 -0.1305356 0.0381897 0.0001330 0.0032078 NUMA1 4926
ENSG00000106780 6304.83618 0.2366083 0.0749250 0.0001342 0.0032312 MEGF9 1955
ENSG00000179195 18693.24333 0.1621145 0.0481385 0.0001385 0.0033271 ZNF664 144348
ENSG00000272316 296.14806 0.6305415 0.2169476 0.0001410 0.0033804 NA NA
ENSG00000158195 2721.93229 -0.2181077 0.0689595 0.0001422 0.0034034 WASF2 10163
ENSG00000183908 15583.12009 -0.2596417 0.0839863 0.0001428 0.0034125 LRRC55 219527
ENSG00000138639 137.94238 -1.1155257 0.3916871 0.0001437 0.0034258 ARHGAP24 83478
ENSG00000123307 404.15689 -0.7552090 0.2628354 0.0001439 0.0034258 NEUROD4 58158
ENSG00000104341 11182.79557 0.1456868 0.0430738 0.0001452 0.0034512 LAPTM4B 55353
ENSG00000099284 10301.64865 0.1989995 0.0626564 0.0001533 0.0036363 MACROH2A2 55506
ENSG00000151914 52208.14547 -0.1532929 0.0463291 0.0001581 0.0037430 DST 667
ENSG00000198948 1071.65099 -0.3782343 0.1289596 0.0001604 0.0037907 MFAP3L 9848
ENSG00000198948 1071.65099 -0.3782343 0.1289596 0.0001604 0.0037907 MFAP3L 101928198
ENSG00000113494 511.85694 0.6615244 0.2319281 0.0001607 0.0037907 PRLR 5618
ENSG00000101349 6629.52579 0.1931895 0.0613813 0.0001612 0.0037975 PAK5 57144
ENSG00000072182 23760.01082 -0.1451041 0.0444578 0.0001641 0.0038440 ASIC4 55515
ENSG00000135269 2669.34304 -0.2084843 0.0663276 0.0001636 0.0038440 TES 26136
ENSG00000151025 1194.92523 -0.4333119 0.1497480 0.0001639 0.0038440 GPR158 57512
ENSG00000135083 2789.72253 -0.4020613 0.1382229 0.0001648 0.0038541 CCNJL 79616
ENSG00000172493 2162.21606 -0.2453459 0.0799350 0.0001657 0.0038668 AFF1 4299
ENSG00000167771 6496.91323 0.1760452 0.0547328 0.0001660 0.0038668 RCOR2 283248
ENSG00000147596 328.66361 -0.7165275 0.2533194 0.0001663 0.0038673 PRDM14 63978
ENSG00000082684 5068.25069 -0.3179102 0.1070763 0.0001678 0.0038753 SEMA5B 54437
ENSG00000119689 7819.05184 -0.1665587 0.0512739 0.0001676 0.0038753 DLST 1743
ENSG00000197122 10138.45784 0.1516415 0.0458772 0.0001673 0.0038753 SRC 6714
ENSG00000100314 163.33474 0.7201130 0.2541325 0.0001669 0.0038753 CABP7 164633
ENSG00000163110 632.36938 -0.4815910 0.1678517 0.0001690 0.0038960 PDLIM5 10611
ENSG00000137343 13870.34546 0.1823863 0.0567669 0.0001713 0.0039289 ATAT1 79969
ENSG00000106633 869.59561 0.3704192 0.1266737 0.0001716 0.0039289 GCK 2645
ENSG00000165973 1314.29603 0.3182644 0.1072969 0.0001716 0.0039289 NELL1 4745
ENSG00000151572 1752.18190 -0.3012234 0.1008801 0.0001715 0.0039289 ANO4 121601
ENSG00000154822 4340.94314 0.1923490 0.0608385 0.0001756 0.0040134 PLCL2 23228
ENSG00000184185 1169.40561 -0.3061887 0.1032295 0.0001759 0.0040136 KCNJ12 3768
ENSG00000272888 4066.86541 0.2168231 0.0698215 0.0001770 0.0040312 CHASERR NA
ENSG00000121871 2355.10647 0.2435281 0.0799143 0.0001793 0.0040736 SLITRK3 22865
ENSG00000182575 446.03858 0.4986066 0.1749684 0.0001795 0.0040736 NXPH3 11248
ENSG00000108953 72344.62110 0.1063869 0.0308220 0.0001815 0.0041128 YWHAE 7531
ENSG00000173517 9842.51394 -0.1961010 0.0619339 0.0001830 0.0041342 PEAK1 79834
ENSG00000122254 5241.64653 0.3390078 0.1159742 0.0001831 0.0041342 HS3ST2 9956
ENSG00000185811 161.58631 -0.7437588 0.2669786 0.0001855 0.0041800 IKZF1 10320
ENSG00000189159 31318.00614 0.1336293 0.0392305 0.0001862 0.0041891 JPT1 51155
ENSG00000153048 2820.20834 0.2612707 0.0865547 0.0001865 0.0041895 CARHSP1 23589
ENSG00000151692 10300.79432 0.2823786 0.0947214 0.0001892 0.0042420 RNF144A 9781
ENSG00000115419 15886.45238 -0.2088940 0.0690605 0.0001924 0.0043070 GLS 2744
ENSG00000163214 8240.34729 0.1472859 0.0449444 0.0001940 0.0043349 DHX57 90957
ENSG00000082397 23771.45981 -0.1916514 0.0619403 0.0001944 0.0043367 EPB41L3 23136
ENSG00000118946 5558.12184 -0.2204262 0.0720429 0.0001956 0.0043571 PCDH17 27253
ENSG00000126778 1227.58162 -0.4341138 0.1533267 0.0001998 0.0044353 SIX1 6495
ENSG00000184922 767.62842 -0.3434376 0.1188687 0.0001995 0.0044353 FMNL1 752
ENSG00000164292 4660.50382 0.2386030 0.0788165 0.0002015 0.0044647 RHOBTB3 22836
ENSG00000240184 565.97016 -0.4922965 0.1756946 0.0002036 0.0044982 PCDHGC3 5098
ENSG00000184916 3352.88605 -0.2339945 0.0774778 0.0002037 0.0044982 JAG2 3714
ENSG00000126950 4860.30623 0.3403262 0.1179656 0.0002050 0.0045115 TMEM35A 59353
ENSG00000172572 783.77003 -0.4098376 0.1445745 0.0002048 0.0045115 PDE3A 5139
ENSG00000290018 1484.20535 0.2821893 0.0958732 0.0002088 0.0045875 NA
ENSG00000104219 4092.50544 -0.1876541 0.0604975 0.0002190 0.0048030 ZDHHC2 51201
ENSG00000115306 117937.67231 -0.1592232 0.0425549 0.0002204 0.0048256 SPTBN1 6711
ENSG00000106789 3152.49388 -0.1928321 0.0628439 0.0002221 0.0048469 CORO2A 7464
ENSG00000132109 590.26846 -0.4699748 0.1690948 0.0002218 0.0048469 TRIM21 6737
ENSG00000077782 8851.90825 0.1476208 0.0457095 0.0002255 0.0049146 FGFR1 2260
ENSG00000179921 145.86939 -0.9971114 0.3703075 0.0002266 0.0049302 GPBAR1 151306
ENSG00000011332 3398.64179 0.2028965 0.0663784 0.0002282 0.0049559 DPF1 8193
ENSG00000112406 2719.77445 0.2264901 0.0758889 0.0002398 0.0051987 HECA 51696
ENSG00000175130 73816.56647 0.1511856 0.0471310 0.0002448 0.0052911 MARCKSL1 65108
ENSG00000172037 387.34260 -0.9086992 0.3402381 0.0002445 0.0052911 LAMB2 3913
ENSG00000082212 4010.22525 -0.2396711 0.0806343 0.0002459 0.0052976 ME2 4200
ENSG00000010310 293.04919 -0.6604241 0.2449393 0.0002459 0.0052976 GIPR 2696
ENSG00000063180 6449.13563 -0.1624669 0.0517793 0.0002487 0.0053486 CA11 770
ENSG00000134962 184.02296 -0.8597967 0.3236378 0.0002521 0.0054121 KLB 152831
ENSG00000170153 12774.89388 0.1781059 0.0578260 0.0002534 0.0054324 RNF150 57484
ENSG00000187122 8882.25306 0.2893672 0.0993737 0.0002588 0.0055375 SLIT1 6585
ENSG00000153113 2066.59233 -0.3128391 0.1104138 0.0002611 0.0055775 CAST NA
ENSG00000135821 7260.02974 0.1937271 0.0646349 0.0002633 0.0055971 GLUL 2752
ENSG00000144278 6201.61867 0.1818353 0.0594632 0.0002629 0.0055971 GALNT13 114805
ENSG00000139514 13391.47928 -0.1254314 0.0384808 0.0002626 0.0055971 SLC7A1 6541
ENSG00000164796 5049.38393 0.1876254 0.0616874 0.0002648 0.0056205 CSMD3 114788
ENSG00000146374 1905.46722 0.9354992 0.3544687 0.0002672 0.0056619 RSPO3 84870
ENSG00000109819 1719.22959 -0.3471121 0.1248575 0.0002703 0.0057091 PPARGC1A 10891
ENSG00000145248 289.26021 -0.7233373 0.2727737 0.0002702 0.0057091 SLC10A4 201780
ENSG00000006282 2593.50970 -0.3144026 0.1129023 0.0002779 0.0058601 SPATA20 64847
ENSG00000144724 28278.96713 0.1830443 0.0590458 0.0002791 0.0058607 PTPRG 5793
ENSG00000125354 11902.24456 0.1356535 0.0427959 0.0002792 0.0058607 SEPTIN6 23157
ENSG00000107742 14244.13361 -0.2655827 0.0943322 0.0002785 0.0058607 SPOCK2 9806
ENSG00000197555 1229.40565 -0.4716675 0.1757297 0.0002841 0.0059525 SIPA1L1 26037
ENSG00000197903 346.51692 -0.4880560 0.1818327 0.0002847 0.0059573 H2BC12 85236
ENSG00000142686 5962.06201 -0.1728819 0.0578287 0.0002858 0.0059708 C1orf216 127703
ENSG00000115902 7856.80302 0.1612530 0.0518948 0.0002889 0.0060246 SLC1A4 6509
ENSG00000225733 14847.96909 0.1517936 0.0486256 0.0002930 0.0060907 FGD5-AS1 100505641
ENSG00000070501 2825.31762 0.2341731 0.0806952 0.0002934 0.0060907 POLB 5423
ENSG00000110328 1346.57068 -0.3677682 0.1345001 0.0002929 0.0060907 GALNT18 374378
ENSG00000169641 2639.41053 -0.2110753 0.0718319 0.0002963 0.0061056 LUZP1 7798
ENSG00000102109 9362.23434 0.2088296 0.0700199 0.0002959 0.0061056 PCSK1N 27344
ENSG00000072041 15053.69774 -0.2261031 0.0775184 0.0002965 0.0061056 SLC6A15 55117
ENSG00000151743 2112.79178 0.2143551 0.0726378 0.0002965 0.0061056 AMN1 196394
ENSG00000105767 5518.43654 0.1759162 0.0576756 0.0002952 0.0061056 CADM4 199731
ENSG00000112144 9038.73398 -0.2020534 0.0675954 0.0002991 0.0061506 CILK1 22858
ENSG00000122565 20007.50322 0.1340693 0.0422143 0.0003014 0.0061867 CBX3 11335
ENSG00000118432 38157.41865 0.1409922 0.0444814 0.0003043 0.0062367 CNR1 1268
ENSG00000148700 4675.34370 -0.2987035 0.1073562 0.0003065 0.0062732 ADD3 120
ENSG00000004399 324.29380 -0.7531050 0.2899450 0.0003092 0.0063175 PLXND1 23129
ENSG00000100167 70924.64068 0.1912084 0.0627097 0.0003137 0.0063997 SEPTIN3 55964
ENSG00000163346 391.32037 -0.6109163 0.2343222 0.0003185 0.0064875 PBXIP1 57326
ENSG00000198400 172.86433 -0.7707275 0.2978028 0.0003196 0.0064915 NTRK1 4914
ENSG00000171150 3843.07071 0.1855014 0.0619848 0.0003197 0.0064915 SOCS5 9655
ENSG00000196092 393.44566 -0.6047478 0.2321822 0.0003239 0.0065573 PAX5 5079
ENSG00000149654 3096.93325 0.3056894 0.1106693 0.0003237 0.0065573 CDH22 64405
ENSG00000101871 2408.46042 0.3977312 0.1483937 0.0003263 0.0065849 MID1 4281
ENSG00000110104 1192.32436 -0.2750963 0.0964178 0.0003258 0.0065849 CCDC86 79080
ENSG00000183580 2864.01323 -0.3409277 0.1254356 0.0003308 0.0066559 FBXL7 23194
ENSG00000134779 11389.69563 0.1606278 0.0525428 0.0003307 0.0066559 TPGS2 25941
ENSG00000169330 3496.32128 0.2273759 0.0786669 0.0003330 0.0066787 MINAR1 23251
ENSG00000259235 118.71881 -0.8051446 0.3140220 0.0003329 0.0066787 CTXN2-AS1 NA
ENSG00000134996 1484.11905 -0.2533511 0.0899733 0.0003411 0.0068315 OSTF1 26578
ENSG00000148798 177834.47319 0.1109861 0.0349897 0.0003476 0.0069509 INA 9118
ENSG00000215218 22126.22353 0.3628953 0.1366370 0.0003492 0.0069728 UBE2QL1 134111
ENSG00000133121 1129.20744 -0.5576571 0.2161519 0.0003553 0.0070838 STARD13 90627
ENSG00000184408 4041.90234 -0.2315639 0.0808097 0.0003619 0.0072032 KCND2 3751
ENSG00000172239 10044.50160 0.1366660 0.0438018 0.0003659 0.0072612 PAIP1 10605
ENSG00000166415 2011.75354 -0.2624132 0.0946940 0.0003657 0.0072612 WDR72 256764
ENSG00000131979 915.82905 -0.4377737 0.1679232 0.0003688 0.0073071 GCH1 2643
ENSG00000091490 1124.82561 -0.2687765 0.0973922 0.0003699 0.0073188 SEL1L3 23231
ENSG00000112902 2790.45864 -0.5899034 0.2316369 0.0003738 0.0073850 SEMA5A 9037
ENSG00000139436 7603.39798 -0.1831891 0.0616829 0.0003753 0.0074005 GIT2 9815
ENSG00000165379 6432.18205 0.2650946 0.0958030 0.0003757 0.0074005 LRFN5 145581
ENSG00000144713 19078.34994 0.1388063 0.0450817 0.0003768 0.0074108 RPL32 6161
ENSG00000106113 182.53133 -0.6328378 0.2492408 0.0003802 0.0074655 CRHR2 1395
ENSG00000095002 7458.37536 0.1516420 0.0496136 0.0003815 0.0074801 MSH2 4436
ENSG00000121653 23313.52002 -0.1653707 0.0553693 0.0003820 0.0074801 MAPK8IP1 9479
ENSG00000157827 9117.00986 0.1963100 0.0675339 0.0003831 0.0074886 FMNL2 114793
ENSG00000104490 18494.75388 -0.1912137 0.0642531 0.0003933 0.0076654 NCALD 83988
ENSG00000187323 3610.55653 -0.5482082 0.2147831 0.0003931 0.0076654 DCC 1630
ENSG00000088888 4166.13992 -0.1725485 0.0581572 0.0003948 0.0076838 MAVS 57506
ENSG00000168397 6023.39566 -0.1494470 0.0490178 0.0003968 0.0077122 ATG4B 23192
ENSG00000117598 7944.59350 -0.2837223 0.1048986 0.0003990 0.0077300 PLPPR5 163404
ENSG00000115486 2237.24488 -0.2248373 0.0798000 0.0004001 0.0077300 GGCX 2677
ENSG00000152492 26265.77785 -0.2180369 0.0769388 0.0003997 0.0077300 CCDC50 152137
ENSG00000198046 717.15432 -0.3430596 0.1300980 0.0003986 0.0077300 ZNF667 63934
ENSG00000243710 259.26952 -0.5958560 0.2365760 0.0004028 0.0077484 CFAP57 149465
ENSG00000054356 11273.43295 -0.1470771 0.0482676 0.0004028 0.0077484 PTPRN 5798
ENSG00000167552 514901.52283 0.1197833 0.0377897 0.0004026 0.0077484 TUBA1A 7846
ENSG00000009694 7215.49643 -0.5607249 0.2226266 0.0004086 0.0078486 TENM1 10178
ENSG00000183943 4483.69274 0.2465796 0.0889528 0.0004119 0.0078991 PRKX 5613
ENSG00000233508 245.80092 0.5494520 0.2178302 0.0004234 0.0081092 PTPRT-DT 121853075
ENSG00000025800 6633.22338 -0.1547464 0.0515587 0.0004246 0.0081203 KPNA6 23633
ENSG00000183783 2765.65323 -0.2627826 0.0966058 0.0004272 0.0081573 KCTD8 386617
ENSG00000092051 18397.18598 -0.1845975 0.0612665 0.0004285 0.0081701 JPH4 84502
ENSG00000142676 12641.94876 0.1188897 0.0376943 0.0004296 0.0081801 RPL11 6135
ENSG00000169116 4832.04314 -0.1714981 0.0582762 0.0004317 0.0082076 PARM1 25849
ENSG00000187210 241.63640 -0.8406138 0.3430109 0.0004349 0.0082554 GCNT1 2650
ENSG00000123119 1225.59513 -0.3914170 0.1526574 0.0004397 0.0083345 NECAB1 64168
ENSG00000163590 10969.47890 0.1945434 0.0678273 0.0004420 0.0083674 PPM1L 151742
ENSG00000137727 722.95338 -0.3759374 0.1463216 0.0004450 0.0084111 ARHGAP20 57569
ENSG00000173281 191.93060 -0.6981287 0.2837011 0.0004497 0.0084875 PPP1R3B 79660
ENSG00000153310 12412.45142 0.1367221 0.0444341 0.0004508 0.0084971 CYRIB 51571
ENSG00000170854 1406.61085 -0.3352158 0.1292163 0.0004523 0.0085134 RIOX2 84864
ENSG00000162873 10220.18526 -0.2204680 0.0792499 0.0004546 0.0085429 KLHDC8A 55220
ENSG00000087301 5710.63951 0.1622772 0.0549356 0.0004589 0.0086116 TXNDC16 57544
ENSG00000091972 18557.27763 0.1246991 0.0411959 0.0004696 0.0088008 CD200 4345
ENSG00000164442 4445.27876 0.2613394 0.0971938 0.0004721 0.0088234 CITED2 10370
ENSG00000196739 12856.25071 -0.9462164 0.3946258 0.0004722 0.0088234 COL27A1 85301
ENSG00000110931 8021.68167 0.1740038 0.0601786 0.0004741 0.0088471 CAMKK2 10645
ENSG00000091129 27161.62930 0.1462002 0.0482830 0.0004755 0.0088601 NRCAM 4897
ENSG00000141540 778.17282 -0.6112906 0.2502079 0.0004814 0.0089566 TTYH2 94015
ENSG00000224940 1277.75041 0.3736858 0.1476219 0.0004871 0.0090501 PRRT4 401399
ENSG00000231824 349.44349 -0.5869586 0.2407195 0.0004900 0.0090912 AKAIN1 642597
ENSG00000115677 24213.59006 -0.1056278 0.0336724 0.0004925 0.0091248 HDLBP 3069
ENSG00000124788 6972.91951 -0.1441202 0.0480224 0.0004934 0.0091298 ATXN1 6310
ENSG00000168993 3434.84481 -0.2265881 0.0825717 0.0004970 0.0091705 CPLX1 10815
ENSG00000137868 180.82311 -0.7270380 0.3003432 0.0004964 0.0091705 STRA6 64220
ENSG00000118985 3141.11884 -0.3546344 0.1396413 0.0004999 0.0091971 ELL2 22936
ENSG00000172379 15278.27529 0.1827037 0.0632762 0.0004999 0.0091971 ARNT2 9915
ENSG00000226779 235.11245 0.6519684 0.2687745 0.0005018 0.0092201 NAALADL2-AS2 NA
ENSG00000145526 3487.52930 0.1668741 0.0575078 0.0005101 0.0093511 CDH18 1016
ENSG00000105928 3255.45882 0.2190999 0.0796706 0.0005105 0.0093511 GSDME 1687
ENSG00000166448 8851.91363 -0.1414207 0.0472874 0.0005111 0.0093511 TMEM130 222865
ENSG00000114790 128.93585 0.8812487 0.3686558 0.0005133 0.0093783 ARHGEF26 26084
ENSG00000166716 6325.34770 -0.1394227 0.0462809 0.0005155 0.0094051 ZNF592 9640
ENSG00000166228 2824.94411 -0.2231918 0.0816786 0.0005163 0.0094062 PCBD1 5092
ENSG00000164604 2550.86708 0.2517046 0.0939361 0.0005190 0.0094297 GPR85 54329
ENSG00000102057 572.69467 -0.3477411 0.1385631 0.0005189 0.0094297 KCND1 3750
ENSG00000188452 119.38696 -1.0433465 0.4408546 0.0005280 0.0095807 CERKL 375298
ENSG00000188070 13471.61795 0.2041078 0.0735889 0.0005308 0.0096073 ZFTA 65998
ENSG00000173482 4073.67822 -0.1741549 0.0608979 0.0005310 0.0096073 PTPRM 5797
ENSG00000156531 3807.48226 0.1802965 0.0634690 0.0005322 0.0096163 PHF6 84295
ENSG00000168772 8757.84433 0.1618870 0.0543175 0.0005365 0.0096809 CXXC4 80319
ENSG00000145819 2256.04064 -0.3980987 0.1610251 0.0005435 0.0097795 ARHGAP26 23092
ENSG00000104419 218.54070 -0.6808438 0.2853782 0.0005427 0.0097795 NDRG1 10397
ENSG00000158156 115.41024 -1.1920697 0.5107054 0.0005523 0.0098702 XKR8 55113
ENSG00000114019 6229.66131 0.1599323 0.0550643 0.0005501 0.0098702 AMOTL2 51421
ENSG00000157404 468.99399 -0.4674792 0.1914926 0.0005526 0.0098702 KIT 3815
ENSG00000043143 563.36841 -0.5717506 0.2383465 0.0005525 0.0098702 JADE2 23338
ENSG00000155229 6202.74143 -0.1421805 0.0477997 0.0005518 0.0098702 MMS19 64210
ENSG00000100867 264.72793 -0.6667080 0.2802702 0.0005535 0.0098702 DHRS2 10202
ENSG00000254585 3707.52836 -0.2154882 0.0789040 0.0005538 0.0098702 MAGEL2 54551
ENSG00000177868 2432.72377 0.1977117 0.0712538 0.0005553 0.0098831 SVBP 374969
ENSG00000011566 7638.87222 0.1406731 0.0477087 0.0005650 0.0100434 MAP4K3 8491
ENSG00000065717 2879.43317 -0.3641998 0.1463188 0.0005684 0.0100899 TLE2 7089
ENSG00000198712 115178.09009 -0.1601708 0.0581240 0.0005739 0.0101741 MT-CO2 4513
ENSG00000100592 20631.69358 0.1168550 0.0378925 0.0005813 0.0102905 DAAM1 23002
ENSG00000147065 1282.23283 -0.8682893 0.3743244 0.0005837 0.0103058 MSN 4478
ENSG00000261594 454.84274 -0.6768314 0.2878749 0.0005832 0.0103058 TPBGL 100507050
ENSG00000198786 116587.88275 -0.1596353 0.0573698 0.0005996 0.0105722 MT-ND5 4540
ENSG00000189403 17357.23007 0.1196140 0.0391331 0.0006040 0.0106355 HMGB1 3146
ENSG00000126709 134.14107 -0.7952394 0.3425090 0.0006089 0.0107075 IFI6 2537
ENSG00000137198 172.00736 -0.7779500 0.3357865 0.0006139 0.0107513 GMPR 2766
ENSG00000165633 3320.29385 -0.3498553 0.1389726 0.0006126 0.0107513 VSTM4 196740
ENSG00000125821 1499.50428 0.2441237 0.0929556 0.0006134 0.0107513 DTD1 92675
ENSG00000099617 1537.38224 0.2684401 0.1043768 0.0006260 0.0109493 EFNA2 1943
ENSG00000218891 1689.12840 0.2184265 0.0814966 0.0006273 0.0109567 ZNF579 163033
ENSG00000152578 20779.28987 0.1160882 0.0390216 0.0006286 0.0109650 GRIA4 2893
ENSG00000101052 3039.80489 0.1925591 0.0701847 0.0006348 0.0110595 IFT52 51098
ENSG00000136099 2118.28284 0.2590201 0.1001903 0.0006383 0.0111058 PCDH8 5100
ENSG00000128656 5318.70456 0.1632815 0.0578081 0.0006701 0.0116434 CHN1 1123
ENSG00000136270 3024.88730 -0.1704509 0.0610140 0.0006726 0.0116709 TBRG4 9238
ENSG00000112893 1129.69491 -0.3629735 0.1509271 0.0006804 0.0117913 MAN2A1 4124
ENSG00000109452 1003.95122 -0.4195684 0.1774031 0.0006923 0.0119654 INPP4B 8821
ENSG00000188322 33902.57282 0.1708526 0.0606871 0.0006920 0.0119654 SBK1 388228
ENSG00000114626 1404.62988 -0.4286000 0.1822228 0.0006936 0.0119712 ABTB1 80325
ENSG00000228495 322.48776 0.5516622 0.2388479 0.0006963 0.0120021 LINC01013 100507254
ENSG00000196781 8078.28530 -0.1466048 0.0490111 0.0006993 0.0120379 TLE1 7088
ENSG00000241697 271.76404 0.5088134 0.2185939 0.0007022 0.0120728 TMEFF1 8577
ENSG00000163328 7800.00955 -0.2294112 0.0882633 0.0007035 0.0120797 GPR155 151556
ENSG00000111912 4986.70361 -0.1943923 0.0718018 0.0007079 0.0121396 NCOA7 135112
ENSG00000119608 555.95539 -0.0482891 0.0997720 0.0007158 0.0122576 PROX2 283571
ENSG00000139641 4698.25460 -0.1558604 0.0552403 0.0007229 0.0123644 ESYT1 23344
ENSG00000204366 2614.64460 0.1922754 0.0712835 0.0007267 0.0124120 ZBTB12 221527
ENSG00000144191 4132.10882 -0.2515830 0.0983985 0.0007315 0.0124721 CNGA3 1261
ENSG00000165030 1887.10464 0.2021824 0.0758714 0.0007321 0.0124721 NFIL3 4783
ENSG00000115935 554.46169 -0.4046248 0.1718341 0.0007333 0.0124761 WIPF1 7456
ENSG00000176371 2221.95790 0.2335920 0.0908082 0.0007362 0.0125100 ZSCAN2 54993
ENSG00000124785 24088.88735 0.1198358 0.0399699 0.0007430 0.0126086 NRN1 51299
ENSG00000152953 1248.09622 -0.3634470 0.1532116 0.0007517 0.0127408 STK32B 55351
ENSG00000108231 798.90978 -0.3193957 0.1319645 0.0007554 0.0127871 LGI1 9211
ENSG00000143324 111151.22280 0.1418382 0.0493361 0.0007581 0.0128146 XPR1 9213
ENSG00000110700 9058.24287 0.1291298 0.0440670 0.0007613 0.0128537 RPS13 6207
ENSG00000213160 8216.67988 0.1408184 0.0487278 0.0007656 0.0128849 KLHL23 151230
ENSG00000213160 8216.67988 0.1408184 0.0487278 0.0007656 0.0128849 KLHL23 100526832
ENSG00000114023 1781.93813 -0.2340668 0.0915851 0.0007651 0.0128849 FAM162A 26355
ENSG00000114391 12540.18316 0.1193620 0.0399542 0.0007661 0.0128849 RPL24 6152
ENSG00000275131 871.93645 -0.2766957 0.1123959 0.0007940 0.0133359 PDE4DIPP2 NA
ENSG00000168461 2372.68097 0.3217997 0.1341531 0.0007961 0.0133544 RAB31 11031
ENSG00000102804 24863.74422 0.1052938 0.0370395 0.0008035 0.0134613 TSC22D1 8848
ENSG00000134352 4325.47996 -0.2370091 0.0939486 0.0008102 0.0135566 IL6ST 3572
ENSG00000189221 335.58562 -0.5366373 0.2393059 0.0008133 0.0135906 MAOA 4128
ENSG00000120896 289.61452 -0.5322229 0.2368106 0.0008156 0.0136113 SORBS3 10174
ENSG00000162521 19881.60602 0.1053892 0.0351397 0.0008180 0.0136342 RBBP4 5928
ENSG00000099954 8464.02685 -0.1515131 0.0538385 0.0008232 0.0137048 CECR2 27443
ENSG00000105887 18596.86873 0.1075065 0.0366695 0.0008317 0.0138271 MTPN 136319
ENSG00000087085 10379.34148 -0.1430963 0.0499743 0.0008342 0.0138517 ACHE 43
ENSG00000101473 1960.63205 -0.2094845 0.0810567 0.0008486 0.0140738 ACOT8 10005
ENSG00000184992 2524.97094 0.1962328 0.0746570 0.0008544 0.0141515 BRI3BP 140707
ENSG00000157851 80063.12106 0.1767960 0.0638338 0.0008625 0.0142505 DPYSL5 56896
ENSG00000197702 246.80707 -0.5221405 0.2346921 0.0008623 0.0142505 PARVA 55742
ENSG00000160613 4082.74819 -0.1673781 0.0621767 0.0008662 0.0142786 PCSK7 9159
ENSG00000072422 2114.62961 0.1982901 0.0756893 0.0008664 0.0142786 RHOBTB1 9886
ENSG00000121774 19867.98167 0.1051296 0.0349972 0.0008738 0.0143174 KHDRBS1 10657
ENSG00000124406 48199.88215 -0.1529784 0.0551411 0.0008735 0.0143174 ATP8A1 10396
ENSG00000135424 2926.72473 -0.2193571 0.0881657 0.0008713 0.0143174 ITGA7 3679
ENSG00000006327 118.04127 -0.0764571 0.1485851 0.0008742 0.0143174 TNFRSF12A 51330
ENSG00000184381 1421.17471 -0.2368799 0.0935197 0.0008700 0.0143174 PLA2G6 8398
ENSG00000152284 384.21635 -0.7614685 0.3539861 0.0008822 0.0144163 TCF7L1 83439
ENSG00000112249 4481.75947 -0.2009406 0.0776378 0.0008825 0.0144163 ASCC3 10973
ENSG00000196482 484.13697 -0.4415507 0.1974908 0.0008931 0.0145719 ESRRG 2104
ENSG00000139926 1050.72697 -0.3185641 0.1348411 0.0008945 0.0145772 FRMD6 122786
ENSG00000163629 2347.85750 -0.2358754 0.0945456 0.0008961 0.0145836 PTPN13 5783
ENSG00000105701 19548.77385 -0.1170601 0.0396386 0.0009020 0.0146619 FKBP8 23770
ENSG00000113594 8136.67876 -0.2018486 0.0781741 0.0009053 0.0146976 LIFR 3977
ENSG00000130589 1219.37399 -0.3461525 0.1504237 0.0009236 0.0149756 HELZ2 85441
ENSG00000110395 11133.29389 -0.1331170 0.0471162 0.0009270 0.0150132 CBL 867
ENSG00000147481 1200.82917 -0.3529159 0.1537297 0.0009297 0.0150382 SNTG1 54212
ENSG00000165943 16847.49547 -0.1205288 0.0417398 0.0009324 0.0150632 MOAP1 64112
ENSG00000171004 886.98888 0.3387189 0.1465023 0.0009338 0.0150667 HS6ST2 90161
ENSG00000173473 14201.84077 0.1448919 0.0518435 0.0009380 0.0151167 SMARCC1 6599
ENSG00000156482 10102.96696 0.1616217 0.0619256 0.0009399 0.0151280 RPL30 6156
ENSG00000115484 20403.56052 0.1022320 0.0343799 0.0009520 0.0153030 CCT4 10575
ENSG00000145247 3182.48700 0.1811528 0.0687516 0.0009564 0.0153030 OCIAD2 132299
ENSG00000245532 2411.38959 -0.3642353 0.1605474 0.0009566 0.0153030 NEAT1 283131
ENSG00000142149 676.86957 0.5480856 0.2523042 0.0009533 0.0153030 HUNK 30811
ENSG00000156273 5598.93988 0.1753364 0.0655579 0.0009563 0.0153030 BACH1 571
ENSG00000156273 5598.93988 0.1753364 0.0655579 0.0009563 0.0153030 BACH1 100379661
ENSG00000124574 3712.22111 -0.1615031 0.0598141 0.0009655 0.0154272 ABCC10 89845
ENSG00000185737 7151.98926 0.1452460 0.0523802 0.0009742 0.0155463 NRG3 10718
ENSG00000119865 11030.81979 0.1276924 0.0446486 0.0009781 0.0155558 CNRIP1 25927
ENSG00000174963 567.25703 0.3866669 0.1712609 0.0009776 0.0155558 ZIC4 84107
ENSG00000144655 361.77826 -0.4269195 0.1932799 0.0009783 0.0155558 CSRNP1 64651
ENSG00000179915 39729.46739 0.1906609 0.0737795 0.0009814 0.0155861 NRXN1 9378
ENSG00000167635 7129.12703 0.1524617 0.0557226 0.0009915 0.0157274 ZNF146 7705
ENSG00000157617 1571.65644 -0.2942955 0.1257748 0.0010007 0.0158542 C2CD2 25966
ENSG00000123989 2797.46817 -0.1841971 0.0708285 0.0010087 0.0159231 CHPF 79586
ENSG00000170017 16564.86652 -0.1737880 0.0645002 0.0010079 0.0159231 ALCAM 214
ENSG00000109132 2886.10393 -1.1942272 0.5904335 0.0010071 0.0159231 PHOX2B 8929
ENSG00000243701 3275.01076 -0.1627447 0.0612428 0.0010105 0.0159319 DUBR 344595
ENSG00000085719 4721.39187 0.1599763 0.0591394 0.0010219 0.0160930 CPNE3 8895
ENSG00000184985 8114.32208 0.1698622 0.0645228 0.0010333 0.0162328 SORCS2 57537
ENSG00000125355 3153.83334 -0.2258350 0.0914976 0.0010333 0.0162328 TMEM255A 55026
ENSG00000133083 42818.32761 0.1392699 0.0500926 0.0010392 0.0163069 DCLK1 9201
ENSG00000142102 154.86361 -0.5851313 0.2771729 0.0010442 0.0163650 PGGHG 80162
ENSG00000164088 275.87326 -0.4441045 0.2049769 0.0010551 0.0165161 PPM1M 132160
ENSG00000112182 8473.84742 0.2108108 0.0836196 0.0010606 0.0165832 BACH2 60468
ENSG00000154783 1039.17233 -0.4282700 0.1896587 0.0010684 0.0166855 FGD5 152273
ENSG00000184261 636.59992 -0.4156567 0.1914405 0.0010781 0.0167959 KCNK12 56660
ENSG00000110066 9261.95525 0.1420210 0.0513471 0.0010775 0.0167959 KMT5B 51111
ENSG00000168765 340.41565 -0.5058970 0.2385265 0.0010861 0.0169002 GSTM4 2948
ENSG00000132434 8209.68218 0.1380836 0.0499109 0.0010905 0.0169488 LANCL2 55915
ENSG00000145919 4753.17651 0.1399533 0.0507301 0.0010948 0.0169965 BOD1 91272
ENSG00000167491 7979.30934 -0.1303861 0.0464878 0.0011002 0.0170602 GATAD2A 54815
ENSG00000134504 3056.52347 0.1773449 0.0684359 0.0011223 0.0173823 KCTD1 284252
ENSG00000148942 140.83965 -0.6895711 0.3382338 0.0011325 0.0175190 SLC5A12 159963
ENSG00000137841 141.55717 -0.7064853 0.3451597 0.0011398 0.0175908 PLCB2 5330
ENSG00000141052 96.55492 -0.0404923 0.0919040 0.0011394 0.0175908 MYOCD 93649
ENSG00000082153 12095.86046 0.1140738 0.0392057 0.0011469 0.0176792 BZW1 9689
ENSG00000151929 2272.18666 -0.5380047 0.2588658 0.0011493 0.0176957 BAG3 9531
ENSG00000073331 310.91638 0.6381913 0.3107369 0.0011531 0.0177326 ALPK1 80216
ENSG00000101958 4569.37458 0.2099995 0.0849220 0.0011574 0.0177791 GLRA2 2742
ENSG00000147145 984.72613 -0.2715818 0.1174751 0.0011641 0.0178598 LPAR4 2846
ENSG00000164889 2274.48721 -0.2115240 0.0853888 0.0011686 0.0179078 SLC4A2 6522
ENSG00000204128 1476.35755 0.2840308 0.1240345 0.0011805 0.0180493 C2orf72 257407
ENSG00000166446 4581.21107 -0.1605339 0.0609154 0.0011794 0.0180493 CDYL2 124359
ENSG00000084093 109.84246 -0.7637719 0.3816165 0.0011865 0.0180982 REST 5978
ENSG00000138604 1582.11798 0.3516895 0.1603974 0.0011864 0.0180982 GLCE 26035
ENSG00000131773 1101.93102 -0.2615224 0.1125098 0.0011897 0.0181264 KHDRBS3 10656
ENSG00000285410 3922.45262 0.1533659 0.0575549 0.0012016 0.0182864 GABPB1-IT1 55056
ENSG00000071127 9160.75329 -0.1434861 0.0528748 0.0012036 0.0182951 WDR1 9948
ENSG00000171988 7439.40489 -0.1348896 0.0492069 0.0012050 0.0182951 JMJD1C 221037
ENSG00000126583 674.79195 -0.2968769 0.1318160 0.0012156 0.0184352 PRKCG 5582
ENSG00000161609 616.86640 -0.5342680 0.2613316 0.0012324 0.0186680 KASH5 147872
ENSG00000135334 7000.06750 0.1246579 0.0446811 0.0012437 0.0188176 AKIRIN2 55122
ENSG00000183166 1947.75745 0.2161633 0.0892744 0.0012477 0.0188568 CALN1 83698
ENSG00000166831 175.44307 -0.5542697 0.2722512 0.0012582 0.0189717 RBPMS2 348093
ENSG00000129946 8500.95460 -0.1399453 0.0517975 0.0012582 0.0189717 SHC2 25759
ENSG00000103145 4548.96228 -0.1639009 0.0630238 0.0012611 0.0189925 HCFC1R1 54985
ENSG00000138759 6429.54710 -0.2612019 0.1135957 0.0012633 0.0190041 FRAS1 80144
ENSG00000116560 27859.42972 0.0952692 0.0338644 0.0012677 0.0190278 SFPQ 6421
ENSG00000119669 8948.08224 0.1351302 0.0495049 0.0012674 0.0190278 IRF2BPL 64207
ENSG00000167173 828.41541 -0.2679285 0.1175086 0.0012762 0.0191330 C15orf39 56905
ENSG00000041353 2768.10737 -0.2938453 0.1317082 0.0012835 0.0191772 RAB27B 5874
ENSG00000088882 3003.13909 0.2568228 0.1113864 0.0012823 0.0191772 CPXM1 56265
ENSG00000166265 181.22755 -0.5281748 0.2603445 0.0012830 0.0191772 CYYR1 116159
ENSG00000088930 10180.39500 0.1154319 0.0408517 0.0012865 0.0191991 XRN2 22803
ENSG00000292998 195.10618 -0.5477940 0.2724044 0.0012900 0.0192295 MIR3171HG 728755
ENSG00000174718 2470.71394 0.1924513 0.0776267 0.0012993 0.0193469 RESF1 55196
ENSG00000152270 2969.30725 -0.1883526 0.0753034 0.0013032 0.0193830 PDE3B 5140
ENSG00000057608 23545.46078 0.1100792 0.0387058 0.0013113 0.0194805 GDI2 2665
ENSG00000121864 2951.23925 0.1697648 0.0662749 0.0013141 0.0194997 ZNF639 51193
ENSG00000130287 26021.67009 0.1664782 0.0646944 0.0013163 0.0195103 NCAN 1463
ENSG00000010404 3046.81762 -0.2068599 0.0860658 0.0013185 0.0195196 IDS 3423
ENSG00000118922 13069.75947 0.1799516 0.0714572 0.0013199 0.0195196 KLF12 11278
ENSG00000153551 368.56831 -0.5603232 0.2787044 0.0013235 0.0195518 CMTM7 112616
ENSG00000198673 2625.01370 0.5702180 0.2848377 0.0013272 0.0195841 TAFA2 338811
ENSG00000119950 3615.63243 0.1540698 0.0587262 0.0013288 0.0195852 MXI1 4601
ENSG00000153707 16996.19770 0.1186288 0.0420694 0.0013368 0.0196596 PTPRD 5789
ENSG00000226137 4940.83526 -0.1553723 0.0590365 0.0013361 0.0196596 BAIAP2-DT 440465
ENSG00000103460 2714.69254 0.2368112 0.1014930 0.0013400 0.0196836 TOX3 27324
ENSG00000136158 2506.93802 -0.2605393 0.1143570 0.0013601 0.0199565 SPRY2 10253
ENSG00000155849 6434.76114 -0.2176260 0.0932821 0.0013637 0.0199877 ELMO1 9844
ENSG00000160796 2878.92207 -0.1908775 0.0775462 0.0013688 0.0200207 NBEAL2 23218
ENSG00000110321 174976.30290 0.0957551 0.0329023 0.0013690 0.0200207 EIF4G2 1982
ENSG00000115232 104.79716 -0.0409921 0.0922759 0.0013792 0.0201254 ITGA4 3676
ENSG00000171877 2028.63568 0.2152824 0.0903411 0.0013778 0.0201254 FRMD5 84978
ENSG00000163682 13517.71408 0.1332385 0.0493751 0.0013832 0.0201613 RPL9 6133
ENSG00000116147 9195.50012 -0.3463746 0.1662970 0.0013875 0.0202018 TNR 7143
ENSG00000107263 14222.55858 -0.1116811 0.0393112 0.0013906 0.0202231 RAPGEF1 2889
ENSG00000154328 1697.54768 -0.2039924 0.0848357 0.0013996 0.0203102 NEIL2 252969
ENSG00000136010 1410.38015 -0.2550914 0.1117890 0.0013996 0.0203102 ALDH1L2 160428
ENSG00000114439 5975.64452 -0.1707799 0.0681773 0.0014079 0.0204070 BBX 56987
ENSG00000214753 6332.71747 0.1263998 0.0457921 0.0014167 0.0205125 HNRNPUL2 221092
ENSG00000114166 1998.80906 0.1894412 0.0771070 0.0014308 0.0206865 KAT2B 8850
ENSG00000130707 17761.22251 -0.9762476 0.5363266 0.0014319 0.0206865 ASS1 445
ENSG00000162104 6111.09640 -0.1357407 0.0508029 0.0014392 0.0207461 ADCY9 115
ENSG00000181019 335.81196 -0.4935029 0.2491477 0.0014383 0.0207461 NQO1 1728
ENSG00000175497 2381.34853 0.2135757 0.0902180 0.0014538 0.0209117 DPP10 57628
ENSG00000188735 2797.32542 -0.1745028 0.0686781 0.0014528 0.0209117 TMEM120B 144404
ENSG00000164091 31908.75746 0.1021987 0.0357391 0.0014576 0.0209206 WDR82 80335
ENSG00000100324 2917.52010 -0.1617323 0.0633175 0.0014570 0.0209206 TAB1 10454
ENSG00000182732 885.88486 -0.3209578 0.1510481 0.0014640 0.0209885 RGS6 9628
ENSG00000054654 3072.71117 0.2426097 0.1063983 0.0014686 0.0210319 SYNE2 23224
ENSG00000166503 21256.77687 0.1054405 0.0376499 0.0014740 0.0210861 HDGFL3 50810
ENSG00000138326 21001.25358 0.1257297 0.0461348 0.0014790 0.0211312 RPS24 6229
ENSG00000139800 2688.76991 -0.3314683 0.1530705 0.0014804 0.0211312 ZIC5 85416
ENSG00000170275 1842.31271 -0.1949340 0.0807978 0.0014884 0.0212231 CRTAP 10491
ENSG00000137168 6145.07791 0.1265340 0.0465507 0.0015012 0.0213823 PPIL1 51645
ENSG00000188917 403.76248 -0.3760822 0.1826366 0.0015062 0.0214292 TRMT2B 79979
ENSG00000243943 8723.42251 0.1420595 0.0527259 0.0015102 0.0214641 ZNF512 84450
ENSG00000130787 5728.19702 0.2232559 0.0964180 0.0015145 0.0215018 HIP1R 9026
ENSG00000082014 7943.49590 0.1175823 0.0428146 0.0015169 0.0215115 SMARCD3 6604
ENSG00000163485 992.92999 -0.2825054 0.1300521 0.0015275 0.0216384 ADORA1 134
ENSG00000185361 2784.92818 -0.6530853 0.3477874 0.0015317 0.0216748 TNFAIP8L1 126282
ENSG00000168672 140.88079 -0.6732565 0.3541748 0.0015339 0.0216831 LRATD2 157638
ENSG00000065809 3344.37523 0.1674526 0.0667940 0.0015455 0.0218239 FAM107B 83641
ENSG00000109736 4205.75331 -0.1524716 0.0592260 0.0015506 0.0218722 MFSD10 10227
ENSG00000109475 8149.13878 0.1178403 0.0429951 0.0015712 0.0221248 RPL34 6164
ENSG00000128596 5542.15843 -0.1652737 0.0659878 0.0015719 0.0221248 CCDC136 64753
ENSG00000129990 5455.05714 0.2296947 0.1005457 0.0015770 0.0221730 SYT5 6861
ENSG00000179456 3501.20912 -0.1820828 0.0746990 0.0015792 0.0221795 ZBTB18 10472
ENSG00000158286 669.24593 -0.3801052 0.1890964 0.0016092 0.0225770 RNF207 388591
ENSG00000128274 785.21923 -0.2806812 0.1303683 0.0016141 0.0226215 A4GALT 53947
ENSG00000119283 4621.45121 0.2034119 0.0863915 0.0016184 0.0226572 TRIM67 440730
ENSG00000129911 2078.76781 -0.2029512 0.0863369 0.0016224 0.0226661 KLF16 83855
ENSG00000183248 7491.07661 0.1983513 0.0824606 0.0016225 0.0226661 PRR36 80164
ENSG00000160932 1942.36440 -0.1947198 0.0818722 0.0016262 0.0226943 LY6E 4061
ENSG00000115183 389.41645 -0.3925927 0.1970373 0.0016323 0.0227554 TANC1 85461
ENSG00000278195 250.12161 -0.4437850 0.2271929 0.0016423 0.0228704 SSTR3 6753
ENSG00000256073 217.31595 -0.4665528 0.2423924 0.0016607 0.0231018 URB1-AS1 NA
ENSG00000134207 12093.00241 0.2076649 0.0888862 0.0016627 0.0231057 SYT6 148281
ENSG00000251209 98.95574 -0.8900804 0.4898253 0.0016869 0.0234166 LINC00923 91948
ENSG00000251209 98.95574 -0.8900804 0.4898253 0.0016869 0.0234166 LINC00923 101927286
ENSG00000251209 98.95574 -0.8900804 0.4898253 0.0016869 0.0234166 LINC00923 101927310
ENSG00000156515 43064.38073 -0.1389472 0.0532254 0.0016934 0.0234824 HK1 3098
ENSG00000177182 1949.20645 0.2124390 0.0933764 0.0017264 0.0238642 CLVS1 157807
ENSG00000119335 38471.19765 0.0946433 0.0330040 0.0017230 0.0238642 SET 6418
ENSG00000052126 8281.86309 -0.1194914 0.0442468 0.0017253 0.0238642 PLEKHA5 54477
ENSG00000122965 2560.80935 -0.1691584 0.0690648 0.0017500 0.0241649 RBM19 9904
ENSG00000144218 11804.76247 -0.1182985 0.0437775 0.0017702 0.0243917 AFF3 3899
ENSG00000198752 21626.64501 -0.1113808 0.0404296 0.0017688 0.0243917 CDC42BPB 9578
ENSG00000132872 58986.81206 0.1379235 0.0525252 0.0017735 0.0244119 SYT4 6860
ENSG00000173548 478.23141 -0.3590818 0.1795543 0.0017976 0.0247183 SNX33 257364
ENSG00000038295 2486.67141 -0.5622448 0.3098624 0.0018143 0.0248951 TLL1 7092
ENSG00000132970 14483.14969 -0.1764173 0.0732476 0.0018127 0.0248951 WASF3 10810
ENSG00000186462 6050.62526 -0.1347146 0.0517980 0.0018167 0.0249023 NAP1L2 4674
ENSG00000070961 19562.34762 -0.1529018 0.0601367 0.0018263 0.0250074 ATP2B1 490
ENSG00000146376 324.33367 -0.4500971 0.2403135 0.0018359 0.0251136 ARHGAP18 93663
ENSG00000038427 10669.25211 -0.1488079 0.0589302 0.0018529 0.0252662 VCAN 1462
ENSG00000205269 12182.31326 0.1517062 0.0603079 0.0018519 0.0252662 TMEM170B 100113407
ENSG00000126970 3975.97975 0.1416313 0.0544910 0.0018517 0.0252662 ZC4H2 55906
ENSG00000228956 965.03040 0.2914297 0.1410061 0.0018648 0.0254018 SATB1-AS1 NA
ENSG00000137571 4753.56325 0.4235684 0.2229556 0.0018677 0.0254156 SLCO5A1 81796
ENSG00000250241 975.08859 0.3304001 0.1655473 0.0018710 0.0254345 PCDH10-DT NA
ENSG00000204065 325.21304 -0.3798062 0.1963560 0.0018745 0.0254551 TCEAL5 340543
ENSG00000213420 12771.33542 0.3322707 0.1673306 0.0018792 0.0254931 GPC2 221914
ENSG00000136527 9419.66270 0.1154329 0.0427391 0.0018830 0.0255180 TRA2B 6434
ENSG00000065000 17378.15499 -0.0976824 0.0352455 0.0018867 0.0255409 AP3D1 8943
ENSG00000105063 8719.61287 -0.1344646 0.0519995 0.0018943 0.0256180 PPP6R1 22870
ENSG00000100433 473.68156 0.4901088 0.2657699 0.0019139 0.0258329 KCNK10 54207
ENSG00000101489 25845.27343 0.1203883 0.0446300 0.0019141 0.0258329 CELF4 56853
ENSG00000152078 509.94402 -0.3507692 0.1819765 0.0019203 0.0258837 TLCD4 148534
ENSG00000114631 13193.51703 0.1024531 0.0369628 0.0019218 0.0258837 PODXL2 50512
ENSG00000082458 6684.81759 0.1592346 0.0648703 0.0019259 0.0259124 DLG3 1741
ENSG00000172809 10187.07521 0.1485019 0.0593670 0.0019280 0.0259135 RPL38 6169
ENSG00000151917 1014.56374 -0.2846048 0.1386978 0.0019327 0.0259235 BEND6 221336
ENSG00000011258 4068.23652 0.1860404 0.0791174 0.0019318 0.0259235 MBTD1 54799
ENSG00000116157 182.17463 -0.5171108 0.2866943 0.0019382 0.0259708 GPX7 2882
ENSG00000128512 3037.44011 0.2067445 0.0906540 0.0019465 0.0260553 DOCK4 9732
ENSG00000262879 4807.92590 -0.1554889 0.0630139 0.0019643 0.0262674 NA
ENSG00000105379 861.95179 0.3313395 0.1686245 0.0019713 0.0263338 ETFB 2109
ENSG00000250366 1589.49852 0.2184540 0.0986226 0.0019929 0.0265951 TUNAR 100507043
ENSG00000112773 549.30403 -0.3763994 0.1993116 0.0020158 0.0268731 TENT5A 55603
ENSG00000110013 1422.72398 -0.2020213 0.0891472 0.0020221 0.0269020 SIAE 54414
ENSG00000105655 6661.56179 -0.1294568 0.0501817 0.0020215 0.0269020 ISYNA1 51477
ENSG00000169933 1810.60138 -0.3247322 0.1609847 0.0020288 0.0269649 FRMPD4 9758
ENSG00000092199 31163.87004 0.0898612 0.0320126 0.0020395 0.0270792 HNRNPC 3183
ENSG00000165323 10233.70855 -0.1649873 0.0660346 0.0020462 0.0271410 FAT3 120114
ENSG00000166508 4771.76837 0.1484643 0.0596539 0.0020510 0.0271491 MCM7 4176
ENSG00000108840 12392.69642 -0.1162999 0.0438373 0.0020505 0.0271491 HDAC5 10014
ENSG00000023902 2792.91954 0.1913870 0.0834071 0.0020617 0.0272641 PLEKHO1 51177
ENSG00000021574 16292.37263 0.1227278 0.0468874 0.0020641 0.0272678 SPAST 6683
ENSG00000131023 4080.73357 0.1606808 0.0660936 0.0020685 0.0272986 LATS1 9113
ENSG00000164684 15410.78010 -0.2039160 0.0951618 0.0020839 0.0274741 ZNF704 619279
ENSG00000111674 60389.22470 -0.1437814 0.0592867 0.0021059 0.0277365 ENO2 2026
ENSG00000183624 2197.89797 -0.1923394 0.0840278 0.0021255 0.0279663 HMCES 56941
ENSG00000135766 538.48145 0.3199138 0.1646318 0.0021312 0.0279872 EGLN1 54583
ENSG00000205336 5456.66111 0.4386700 0.2423497 0.0021314 0.0279872 ADGRG1 9289
ENSG00000198719 1828.92229 -0.2525924 0.1214252 0.0021557 0.0282521 DLL1 28514
ENSG00000123562 26381.69184 0.1024997 0.0375604 0.0021558 0.0282521 MORF4L2 9643
ENSG00000171724 33545.78771 -0.3297605 0.1593600 0.0021625 0.0283110 VAT1L 57687
ENSG00000168944 2896.44582 -0.2064122 0.0933911 0.0021679 0.0283530 CEP120 153241
ENSG00000136944 7176.71005 0.3372622 0.1773266 0.0021729 0.0283909 LMX1B 4010
ENSG00000052749 2535.35540 -0.1778397 0.0765737 0.0021797 0.0284508 RRP12 23223
ENSG00000172687 2746.88239 0.1669874 0.0704766 0.0021918 0.0285810 ZNF738 148203
ENSG00000204262 555.92144 -0.3504838 0.1880413 0.0022403 0.0291837 COL5A2 1290
ENSG00000123684 8747.46371 -0.1166800 0.0450637 0.0022458 0.0292260 LPGAT1 9926
ENSG00000182752 4113.12242 0.2304941 0.1083450 0.0022499 0.0292513 PAPPA 5069
ENSG00000084652 5228.35882 -0.1269178 0.0500485 0.0022548 0.0292854 TXLNA 200081
ENSG00000101126 19938.75535 0.0988723 0.0362161 0.0022604 0.0293290 ADNP 23394
ENSG00000213722 6140.20009 0.1360584 0.0541052 0.0022665 0.0293794 DDAH2 23564
ENSG00000108797 6852.13156 -0.1483853 0.0608306 0.0022699 0.0293950 CNTNAP1 8506
ENSG00000175087 3346.55603 0.1734514 0.0745068 0.0022770 0.0294572 PDIK1L 149420
ENSG00000137203 2255.19075 0.6414867 0.3896003 0.0023149 0.0299176 TFAP2A 7020
ENSG00000105220 15530.05958 -0.1108949 0.0425573 0.0023195 0.0299474 GPI 2821
ENSG00000139737 2602.59061 0.1788960 0.0779550 0.0023329 0.0300915 SLAIN1 122060
ENSG00000147642 4590.84527 -0.2210319 0.1090012 0.0023505 0.0302882 SYBU 55638
ENSG00000001461 7051.35274 -0.1301937 0.0518371 0.0023803 0.0306430 NIPAL3 57185
ENSG00000112183 182.57794 -0.0817735 0.1591993 0.0024244 0.0311182 RBM24 221662
ENSG00000173698 203.72005 -0.0484325 0.0992711 0.0024216 0.0311182 ADGRG2 10149
ENSG00000184939 10188.56365 0.1226570 0.0471263 0.0024224 0.0311182 ZFP90 146198
ENSG00000170382 4380.67400 -0.2052260 0.0943840 0.0024297 0.0311258 LRRN2 10446
ENSG00000165626 1514.12993 0.1983840 0.0900308 0.0024291 0.0311258 BEND7 222389
ENSG00000185666 6819.55539 0.1692021 0.0726515 0.0024351 0.0311643 SYN3 8224
ENSG00000123416 52552.65446 -0.0951594 0.0333446 0.0024412 0.0312118 TUBA1B 10376
ENSG00000116984 3553.60338 -0.1706464 0.0741671 0.0024581 0.0313971 MTR 4548
ENSG00000136883 126.12387 -0.5708328 0.3528131 0.0024954 0.0318436 KIF12 113220
ENSG00000076555 129.90206 -0.5573491 0.3450399 0.0025025 0.0318808 ACACB 32
ENSG00000186187 8408.48276 0.1525554 0.0639769 0.0025032 0.0318808 ZNRF1 84937
ENSG00000104888 9076.26458 -0.3695657 0.2094139 0.0025243 0.0321184 SLC17A7 57030
ENSG00000114853 2438.83940 -0.1714491 0.0752495 0.0025407 0.0322639 ZBTB47 92999
ENSG00000159335 35228.60226 0.1351147 0.0553408 0.0025404 0.0322639 PTMS 5763
ENSG00000105854 1869.64793 -0.2513710 0.1265765 0.0025885 0.0328398 PON2 5445
ENSG00000122642 1795.29579 -0.1882585 0.0859935 0.0025977 0.0329243 FKBP9 11328
ENSG00000143355 3792.08677 0.5658764 0.3599615 0.0026031 0.0329604 LHX9 56956
ENSG00000182916 2040.28658 -0.5232983 0.3266294 0.0026073 0.0329828 TCEAL7 56849
ENSG00000205581 10006.31697 0.1136947 0.0438227 0.0026165 0.0330668 HMGN1 3150
ENSG00000175061 17692.11562 0.1029453 0.0388414 0.0026200 0.0330792 SNHG29 125144
ENSG00000158445 13365.16867 -0.1110789 0.0427771 0.0026261 0.0331241 KCNB1 3745
ENSG00000113555 477.79365 -0.3798141 0.2196371 0.0026347 0.0332002 PCDH12 51294
ENSG00000265808 3843.78493 -0.1536679 0.0653982 0.0026521 0.0333841 SEC22B 9554
ENSG00000090776 1633.49360 0.2713335 0.1410757 0.0026543 0.0333841 EFNB1 1947
ENSG00000130402 9170.14139 -0.1216642 0.0488363 0.0026588 0.0333964 ACTN4 81
ENSG00000182871 972.38892 0.2739941 0.1426234 0.0026604 0.0333964 COL18A1 80781
ENSG00000104164 6321.12432 0.1238043 0.0489818 0.0026771 0.0335740 BLOC1S6 26258
ENSG00000055813 2760.09880 -0.2562539 0.1310629 0.0026833 0.0336190 CCDC85A 114800
ENSG00000169760 2994.31890 0.1985783 0.0926142 0.0026994 0.0337890 NLGN1 22871
ENSG00000177733 22346.12347 0.0974301 0.0369862 0.0027175 0.0339831 HNRNPA0 10949
ENSG00000109738 1874.55503 -0.2157829 0.1041295 0.0027346 0.0341637 GLRB 2743
ENSG00000259436 3452.48534 0.2728610 0.1456055 0.0027720 0.0345989 NA NA
ENSG00000168209 3392.66134 -0.1669537 0.0733431 0.0027989 0.0349012 DDIT4 54541
ENSG00000164619 579.23802 -0.3628168 0.2109589 0.0028054 0.0349157 BMPER 168667
ENSG00000165023 2366.93318 -0.2674379 0.1402054 0.0028047 0.0349157 DIRAS2 54769
ENSG00000139998 16394.63456 -0.1053655 0.0412329 0.0028094 0.0349325 RAB15 376267
ENSG00000100234 183.20695 -0.0515015 0.1026068 0.0028143 0.0349604 TIMP3 7078
ENSG00000132932 31161.13851 -0.1140920 0.0438399 0.0028224 0.0350279 ATP8A2 51761
ENSG00000187957 32127.61151 0.0951578 0.0360656 0.0028345 0.0351451 DNER 92737
ENSG00000116830 586.49295 -0.2931430 0.1600418 0.0028386 0.0351618 TTF2 8458
ENSG00000151883 4149.48841 0.1326931 0.0543200 0.0028462 0.0352227 PARP8 79668
ENSG00000213694 120.61189 -0.5967750 0.3966025 0.0028490 0.0352242 S1PR3 1903
ENSG00000134086 8786.70421 0.1060610 0.0414251 0.0028684 0.0354310 VHL 7428
ENSG00000221968 1025.81413 -0.2433825 0.1245687 0.0028807 0.0355420 FADS3 3995
ENSG00000178695 8392.18256 0.2101979 0.1014233 0.0028828 0.0355420 KCTD12 115207
ENSG00000178665 1411.11171 0.2185948 0.1069910 0.0028902 0.0356000 ZNF713 349075
ENSG00000198551 3709.51237 0.1669429 0.0740943 0.0029277 0.0360283 ZNF627 199692
ENSG00000105088 7345.56983 0.1734877 0.0775794 0.0029561 0.0363429 OLFM2 93145
ENSG00000006652 1147.79001 0.2075695 0.1004594 0.0029735 0.0365223 IFRD1 3475
ENSG00000158089 626.83778 -0.3639917 0.2180464 0.0029951 0.0367533 GALNT14 79623
ENSG00000155511 576.25004 -0.3886668 0.2386806 0.0030032 0.0367837 GRIA1 2890
ENSG00000091622 1075.67024 -0.2141095 0.1056140 0.0030014 0.0367837 PITPNM3 83394
ENSG00000165886 527.20594 -0.3251463 0.1880982 0.0030153 0.0368984 UBTD1 80019
ENSG00000172985 1325.61983 -0.2150881 0.1062374 0.0030315 0.0370269 SH3RF3 344558
ENSG00000196911 8477.11930 -0.1226721 0.0495029 0.0030299 0.0370269 KPNA5 3841
ENSG00000117122 511.84645 0.3483784 0.2057520 0.0030381 0.0370332 MFAP2 4237
ENSG00000073711 4940.63199 0.1761633 0.0800507 0.0030405 0.0370332 PPP2R3A 5523
ENSG00000167964 1648.26621 -0.5361961 0.3564372 0.0030404 0.0370332 RAB26 25837
ENSG00000146701 12504.37113 -0.1126029 0.0447549 0.0030819 0.0375036 MDH2 4191
ENSG00000013306 4723.43748 -0.1273521 0.0520604 0.0030893 0.0375588 SLC25A39 51629
ENSG00000170542 1242.10928 -0.2043320 0.0995415 0.0031002 0.0376520 SERPINB9 5272
ENSG00000133874 496.01651 0.3485536 0.2073095 0.0031027 0.0376520 RNF122 79845
ENSG00000067992 2151.13006 -0.1825615 0.0840857 0.0031184 0.0378073 PDK3 5165
ENSG00000149480 6987.03751 0.1346912 0.0560914 0.0031269 0.0378753 MTA2 9219
ENSG00000171621 822.10584 -0.2965521 0.1678332 0.0031451 0.0380268 SPSB1 80176
ENSG00000087245 2893.60063 0.1591380 0.0704176 0.0031452 0.0380268 MMP2 4313
ENSG00000052841 6253.86698 0.1225824 0.0496029 0.0031698 0.0382538 TTC17 55761
ENSG00000188171 1234.42509 0.1972264 0.0949892 0.0031675 0.0382538 ZNF626 199777
ENSG00000133124 173.58892 0.7577561 0.5612896 0.0031834 0.0383471 IRS4 8471
ENSG00000104763 6451.76636 0.1292569 0.0533701 0.0031834 0.0383471 ASAH1 427
ENSG00000124795 4563.73201 0.1452112 0.0623405 0.0031887 0.0383754 DEK 7913
ENSG00000113361 969.47394 -0.0688948 0.1284151 0.0032407 0.0389659 CDH6 1004
ENSG00000130508 12017.16273 0.2020464 0.0986750 0.0032535 0.0390481 PXDN 7837
ENSG00000165801 6025.89566 -0.1424116 0.0621648 0.0032522 0.0390481 ARHGEF40 55701
ENSG00000086289 214.12206 -0.5205529 0.3617269 0.0032696 0.0392055 EPDR1 54749
ENSG00000160877 4202.97705 -0.1329157 0.0554369 0.0032750 0.0392340 NACC1 112939
ENSG00000136451 7381.66133 0.1274845 0.0526748 0.0032790 0.0392468 VEZF1 7716
ENSG00000116990 342.32104 0.4331881 0.2866438 0.0033018 0.0394833 MYCL 4610
ENSG00000117751 4634.08564 0.1266352 0.0522166 0.0033126 0.0395406 PPP1R8 5511
ENSG00000086717 200.60349 -0.4635322 0.3139415 0.0033126 0.0395406 PPEF1 5475
ENSG00000128655 682.27737 -0.2449657 0.1283842 0.0033260 0.0396367 PDE11A 50940
ENSG00000111218 1068.61577 -0.2057149 0.1022462 0.0033267 0.0396367 PRMT8 56341
ENSG00000246528 577.67789 0.3521833 0.2185467 0.0033454 0.0398233 SLCO5A1-AS1 121233925
ENSG00000164631 3180.82440 0.1428402 0.0614726 0.0033497 0.0398384 ZNF12 7559
ENSG00000170381 7597.54302 -0.1325712 0.0554102 0.0033663 0.0399879 SEMA3E 9723
ENSG00000155158 179.28006 -0.4880398 0.3382469 0.0033684 0.0399879 TTC39B 158219
ENSG00000132388 9767.56769 0.1083059 0.0427158 0.0033824 0.0401175 UBE2G1 7326
ENSG00000108387 2007.34373 -0.2399755 0.1275664 0.0033918 0.0401933 SEPTIN4 5414
ENSG00000239389 192.46211 -0.0660079 0.1230469 0.0033976 0.0402249 PCDHA13 56136
ENSG00000116670 1989.11958 0.2086294 0.1046635 0.0034066 0.0402955 MAD2L2 10459
ENSG00000245870 477.92926 -0.0343138 0.0868311 0.0034517 0.0407926 LINC00682 101927074
ENSG00000155508 6045.08739 0.1185582 0.0483870 0.0034890 0.0411351 CNOT8 9337
ENSG00000187260 1002.07147 0.3385464 0.2088787 0.0034901 0.0411351 WDR86 349136
ENSG00000108219 6148.13829 0.1306304 0.0549175 0.0034860 0.0411351 TSPAN14 81619
ENSG00000163399 10804.00045 -0.1198174 0.0492236 0.0035034 0.0412545 ATP1A1 476
ENSG00000155363 267.22303 -0.4253693 0.2900641 0.0035153 0.0412836 MOV10 4343
ENSG00000196230 188737.52296 0.0868518 0.0339555 0.0035139 0.0412836 TUBB 203068
ENSG00000059804 6104.75314 -0.1433022 0.0625749 0.0035094 0.0412836 SLC2A3 6515
ENSG00000147180 5449.30563 0.1657544 0.0762733 0.0035396 0.0415316 ZNF711 7552
ENSG00000151414 2091.15386 -0.1820309 0.0872431 0.0035501 0.0416177 NEK7 140609
ENSG00000231721 239.99383 -0.4302932 0.2963308 0.0035570 0.0416238 LINC-PINT 378805
ENSG00000170540 20382.26346 0.1061539 0.0418198 0.0035560 0.0416238 ARL6IP1 23204
ENSG00000079462 8468.28869 0.1327327 0.0563515 0.0035730 0.0417736 PAFAH1B3 5050
ENSG00000196104 1807.85005 -0.5075387 0.3761657 0.0035895 0.0419291 SPOCK3 50859
ENSG00000130158 562.05518 -0.3163921 0.1947625 0.0035952 0.0419587 DOCK6 57572
ENSG00000162738 20937.66738 0.1412174 0.0612880 0.0036068 0.0420196 VANGL2 57216
ENSG00000110002 4049.53612 0.1574151 0.0711874 0.0036059 0.0420196 VWA5A 4013
ENSG00000110987 7723.05154 0.1384595 0.0593753 0.0036235 0.0421763 BCL7A 605
ENSG00000004487 22242.08680 0.0919756 0.0353711 0.0036415 0.0423486 KDM1A 23028
ENSG00000111961 1331.91977 0.2077262 0.1059247 0.0036474 0.0423797 SASH1 23328
ENSG00000137942 31155.83619 0.1092720 0.0431249 0.0036556 0.0423994 FNBP1L 54874
ENSG00000171551 201.82661 0.4898770 0.3565013 0.0036549 0.0423994 ECEL1 9427
ENSG00000057019 9887.94387 0.1587506 0.0712534 0.0036705 0.0424761 DCBLD2 131566
ENSG00000244462 7863.41391 0.1318087 0.0558563 0.0036719 0.0424761 RBM12 10137
ENSG00000101290 20312.35777 -0.0956235 0.0371595 0.0036666 0.0424761 CDS2 8760
ENSG00000178401 2204.19139 0.1934190 0.0957699 0.0036934 0.0425658 DNAJC22 79962
ENSG00000196876 6312.73933 -0.1378601 0.0597327 0.0036959 0.0425658 SCN8A 6334
ENSG00000176749 17604.06441 0.1262760 0.0530526 0.0036837 0.0425658 CDK5R1 8851
ENSG00000100139 5542.50323 -0.1187718 0.0489498 0.0036950 0.0425658 MICALL1 85377
ENSG00000198938 135260.30255 -0.1356175 0.0590368 0.0036916 0.0425658 MT-CO3 4514
ENSG00000177731 7285.81321 -0.1207266 0.0500630 0.0037094 0.0426841 FLII 2314
ENSG00000154556 10804.53047 0.1492431 0.0666613 0.0037170 0.0427343 SORBS2 8470
ENSG00000162946 853.77672 -0.2244486 0.1193422 0.0037254 0.0427562 DISC1 27185
ENSG00000250829 143.67689 0.5599733 0.4206689 0.0037249 0.0427562 NA
ENSG00000130147 2693.87038 -0.1929183 0.0967122 0.0037492 0.0429912 SH3BP4 23677
ENSG00000213699 3243.56935 -0.1490117 0.0666166 0.0037598 0.0430757 SLC35F6 54978
ENSG00000144668 316.67483 -0.4149915 0.2921461 0.0037699 0.0431264 ITGA9 3680
ENSG00000140939 425.09920 -0.3321375 0.2124748 0.0037708 0.0431264 NOL3 8996
ENSG00000154217 6729.93361 0.1099718 0.0444022 0.0037913 0.0433226 PITPNC1 26207
ENSG00000136518 1777.22416 0.1805577 0.0875074 0.0038001 0.0433854 ACTL6A 86
ENSG00000185274 3648.89247 -0.1732280 0.0804423 0.0038092 0.0434516 GALNT17 64409
ENSG00000205730 283.01622 -0.4267741 0.3054731 0.0038137 0.0434586 ITPRIPL2 162073
ENSG00000121067 5314.17366 0.1266890 0.0536359 0.0038165 0.0434586 SPOP 8405
ENSG00000148053 11168.84358 -0.1720219 0.0824341 0.0038268 0.0435383 NTRK2 4915
ENSG00000188859 4684.60081 -0.1322312 0.0567824 0.0038365 0.0436114 FAM78B 149297
ENSG00000146005 8743.52755 0.1684765 0.0751220 0.0038704 0.0439587 PSD2 84249
ENSG00000133313 4220.24628 -0.1429031 0.0627230 0.0038767 0.0439914 CNDP2 55748
ENSG00000106477 4781.42798 0.1327950 0.0574465 0.0038841 0.0440381 CEP41 95681
ENSG00000170011 1511.99900 -0.2062757 0.1061347 0.0038967 0.0441424 MYRIP 25924
ENSG00000154096 12695.92012 -0.0977158 0.0384879 0.0039298 0.0444786 THY1 7070
ENSG00000099822 3144.88473 -0.1839273 0.0907627 0.0039533 0.0447066 HCN2 610
ENSG00000117266 128.56794 -0.4767262 0.3689776 0.0039855 0.0449422 CDK18 5129
ENSG00000081386 3636.18289 0.1322844 0.0636447 0.0039913 0.0449422 ZNF510 22869
ENSG00000165458 2576.17368 -0.6224622 0.5530068 0.0039853 0.0449422 INPPL1 3636
ENSG00000177875 14158.44624 0.1488368 0.0673725 0.0039882 0.0449422 CCDC184 387856
ENSG00000101265 2013.99090 0.2391460 0.1336366 0.0039790 0.0449422 RASSF2 9770
ENSG00000100994 17205.96530 -0.1027154 0.0411364 0.0040106 0.0451209 PYGB 5834
ENSG00000171492 4490.95429 0.1221785 0.0514679 0.0040279 0.0452763 LRRC8D 55144
ENSG00000143947 18598.18541 0.0997592 0.0392811 0.0040364 0.0453338 RPS27A 6233
ENSG00000135824 19242.68143 0.1601661 0.0754171 0.0040719 0.0456929 RGS8 85397
ENSG00000204138 5062.35609 0.1196583 0.0501933 0.0040868 0.0458209 PHACTR4 65979
ENSG00000146426 880.24862 -0.3161609 0.2056474 0.0041050 0.0459078 TIAM2 26230
ENSG00000182022 654.21542 -0.2761780 0.1681204 0.0041039 0.0459078 CHST15 51363
ENSG00000125870 4444.09815 0.1253057 0.0533172 0.0040986 0.0459078 SNRPB2 6629
ENSG00000180011 1896.31281 -0.2050750 0.1081070 0.0041157 0.0459883 PTGR3 284273
ENSG00000108018 636.79700 -0.3303140 0.2206615 0.0041290 0.0460972 SORCS1 114815
ENSG00000187189 36155.79586 0.0842234 0.0312447 0.0041784 0.0465847 TSPYL4 23270
ENSG00000171159 3821.46479 -0.1764119 0.0816865 0.0041798 0.0465847 BBLN 79095
ENSG00000197771 4024.39289 0.1318004 0.0573352 0.0041922 0.0466437 MCMBP 79892
ENSG00000166710 293.91333 -0.4304209 0.3310384 0.0041917 0.0466437 B2M 567
ENSG00000084710 16123.47177 0.3410967 0.2296103 0.0042139 0.0468176 EFR3B 22979
ENSG00000005238 3518.58451 -0.1408275 0.0629999 0.0042149 0.0468176 ATOSB 80256
ENSG00000215845 715.63152 -0.2679843 0.1620514 0.0042459 0.0471220 TSTD1 100131187
ENSG00000111669 24740.10604 -0.0989542 0.0398291 0.0042499 0.0471265 TPI1 7167
ENSG00000204843 42329.34713 -0.0825273 0.0319835 0.0042766 0.0473820 DCTN1 1639
ENSG00000101210 31763.65039 -0.1167348 0.0493805 0.0042810 0.0473913 EEF1A2 1917
ENSG00000145741 11700.42825 0.1014830 0.0412036 0.0043136 0.0476314 BTF3 689
ENSG00000087074 2550.56278 0.1785626 0.0887677 0.0043119 0.0476314 PPP1R15A 23645
ENSG00000128335 566.08949 -0.4426073 0.3542232 0.0043113 0.0476314 APOL2 23780
ENSG00000100027 3667.92935 0.1742923 0.0846300 0.0043287 0.0477579 YPEL1 29799
ENSG00000139146 4493.89297 0.1339119 0.0590949 0.0043617 0.0480810 SINHCAF 58516
ENSG00000233930 4766.44915 0.1305097 0.0571137 0.0043941 0.0483980 KRTAP5-AS1 338651
ENSG00000134717 14648.24135 0.0992305 0.0401772 0.0044007 0.0484295 BTF3L4 91408
ENSG00000139343 1810.99545 0.1881209 0.0946109 0.0044122 0.0485156 SNRPF 6636
ENSG00000115993 9847.86241 -0.1045505 0.0428151 0.0044306 0.0486774 TRAK2 66008
ENSG00000147883 132.39376 -0.0890822 0.1773267 0.0044363 0.0486988 CDKN2B 1030
ENSG00000077254 15563.69607 0.1076806 0.0441799 0.0044732 0.0490630 USP33 23032
ENSG00000147274 22658.17100 0.0906112 0.0373873 0.0045111 0.0494374 RBMX 27316
ENSG00000101846 3622.26422 -0.1758152 0.0878106 0.0045200 0.0494937 STS 412
ENSG00000163577 499.29361 -0.2631502 0.1625716 0.0045255 0.0495122 EIF5A2 56648
ENSG00000084733 30947.93091 0.0809075 0.0329153 0.0045438 0.0496444 RAB10 10890
ENSG00000166436 955.44643 -0.2265163 0.1309932 0.0045451 0.0496444 TRIM66 9866
id = ko_vs_WT_sig %>% dplyr::arrange(desc(abs(log2FoldChange))) %>% head(n=30) %>% pull(ensembl_gene_id)

l = data.frame(ko_vs_WT_res)
l$sig = ifelse(l$padj > 0.05 | is.na(l$padj), "NS", ifelse(l$log2FoldChange >0, "up", "down"))
l$sig <- as.factor(l$sig); l$sig <- factor(l$sig, levels=c("down", "up", "NS"))

g1 <- ggplot(l, aes(x=log2(baseMean), y=log2FoldChange, col=sig)) + 
    geom_point(size=2) + 
    scale_color_manual(values=c("darkblue", "#A30000", "grey"), name="", 
                       lab=c(paste0("Down: ",table(l$sig)[["down"]]), 
                             paste0("  Up: ", table(l$sig)[["up"]])), "NS") +
    ylim(c(-5.1, 4)) +
    theme_bw() + 
    xlab("Log2 Mean Expression") + ylab("Log2 Fold Change") + 
    ggtitle("KO vs WT: MA plot\n ") + 
    guides(color = guide_legend(direction = "horizontal")) +
    ggrepel::geom_text_repel(data=l[l$ensembl_gene_id %in% id, ], aes(label=hgnc_symbol), 
                             show.legend = F, size=2, box.padding = 0.5, segment.color = NA) +
    theme(text=element_text(size=12, face = "bold"),
          plot.title = element_text(hjust = 0.5),
          legend.position=c(1, 1.09),
          legend.justification="right")
## Warning: A numeric `legend.position` argument in `theme()` was deprecated in ggplot2
## 3.5.0.
## ℹ Please use the `legend.position.inside` argument of `theme()` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.
#ggsave(plot=g1, file=paste0(output_dir, "figures/MAPlot.svg"), width=10, height=8)
g1
## Warning: ggrepel: 19 unlabeled data points (too many overlaps). Consider
## increasing max.overlaps

l = data.frame(ko_vs_WT_res)
l$sig = ifelse(l$padj > 0.05 | is.na(l$padj), "NS", ifelse(l$log2FoldChange > 0, "up", "down"))
l$sig <- as.factor(l$sig); l$sig <- factor(l$sig, levels=c("down", "up", "NS"))

l$log10padj = -log10(l$padj)
l$shape = 16
l[l$log10padj > 45, "log10padj"] = 45
l[l$log10padj == 45, "shape"] = -9650

l[l$log2FoldChange < -3, "log2FoldChange"] = -3
l[l$log2FoldChange == -3, "shape"] = -9668
l$shape <- as.factor(l$shape); l$shape <- factor(l$shape, levels=c(16, -9650, -9668))

id = unique(
  c(l %>% filter(sig != "NS") %>% filter(log2FoldChange > 1)  %>% pull(ensembl_gene_id),
    l %>% filter(sig != "NS") %>% filter(log2FoldChange < -2)  %>% pull(ensembl_gene_id),
    l %>% filter(sig != "NS") %>% filter(log10padj > 15)  %>% pull(ensembl_gene_id))
  )

g1 <- ggplot(l, aes(x=log2FoldChange, y=log10padj, col=sig, shape=shape)) + 
    geom_point(size=2) + 
    scale_color_manual(values=c("darkblue", "#A30000", "grey"),  
                       lab=c(paste0("Down: ",table(l$sig)[["down"]]), 
                             paste0("Up: ", table(l$sig)[["up"]]), "NS")) +
    scale_shape_manual(values = c(16, -9650, -9668)) +
    ylim(c(0, 45)) +
    xlim(c(-3, 3)) + 
    theme_bw() + 
    xlab("log2 Fold Change") + ylab("-log Adjusted Pvalue") + 
    ggtitle("KO vs WT") + 
    guides(color = guide_legend(direction = "vertical", title=NULL), shape="none") +
    ggrepel::geom_text_repel(data=l[l$ensembl_gene_id %in% id, ], aes(label=hgnc_symbol), 
                             show.legend = F, size=2, box.padding = 0.2, segment.color = NA, 
                             nudge_x = 0.1, nudge_y = -0.1) +
    theme(text=element_text(size=12, face = "bold"),
          plot.title = element_text(hjust = 0.5), 
          legend.justification = c(0.99, 0.99), 
          legend.position = c(0.99, 0.99))

ggsave(plot=g1, file=paste0(output_dir, "figures/Volcano.svg"), width=6, height=5)
g1

ht_opt$message = FALSE #to make heatmap errors go away

mymat <- norm_counts %>% 
    data.frame() %>% 
    filter(row.names(norm_counts) %in% ko_vs_WT_sig$ensembl_gene_id) %>%
    dplyr::rename("KO_rep1"="whole_ko_12_S6", "KO_rep2"="whole_ko_9_S5",
           "WT_rep1"="WT_P37_25_S1", "WT_rep2"="WT_P37_26_S2") %>%
    dplyr::select(c("KO_rep1", "KO_rep2", "WT_rep1", "WT_rep2"))

ha = HeatmapAnnotation(
    Condition = c("KO", "KO", "WT", "WT"),
    col = list(Condition = c("KO" = "orange", "WT" = "#5785C1")),
    simple_anno_size = unit(0.5, "cm")
)

scaled_mat = t(scale(t(mymat)))
ht <- Heatmap(scaled_mat, 
              name = "Z-score", 
              top_annotation = ha,
              show_column_names = FALSE, 
              show_row_names = FALSE,
              cluster_columns = TRUE,
              col = colorRamp2(c(-2, 0, 2), c("darkblue", "white", "#A30000")), 
              heatmap_legend_param = list(direction="vertical", nrow=1),
              row_title = "DE Genes", row_title_rot = 90, 
              column_title = "Samples", column_title_rot = 0, 
              column_title_side = "bottom", column_names_rot = 45,
              use_raster = TRUE)
draw(ht, merge_legend = TRUE)

pdf(file=paste0(output_dir, "figures/Heatmap.pdf"), height = 10, width = 10)
draw(ht, merge_legend = TRUE)
dev.off()
## quartz_off_screen 
##                 2
ofinterest = c("DDIT4", "SPOCK2", "UNC5B")

plot_df <- mymat %>% rownames_to_column() %>%
    left_join(gene_info, by=c("rowname"="ensembl_gene_id")) %>% 
  filter(hgnc_symbol %in% ofinterest) %>%
  dplyr::select(-c("rowname", "entrezgene_id")) %>% 
  tidyr::pivot_longer(cols=-c(hgnc_symbol), values_to='expr', names_to='sample') %>% 
  mutate(condition = stringr::str_split(sample, "_", simplify = T)[,1]) %>%
  mutate(condition = factor(condition, levels = c("WT", "KO"))) %>% 
  mutate(hgnc_symbol = factor(hgnc_symbol, levels = ofinterest))

g1 <- ggplot(plot_df, aes(x=condition, y=log2(expr), fill=condition)) + 
    geom_boxplot() + 
    geom_jitter(color="black", size=2, alpha=0.5, width = 0.1) +
    facet_wrap(~hgnc_symbol, scales = "free_y") + 
    #facet_wrap(~hgnc_symbol) + 
    theme_bw() + xlab("") +
    ylab("log2 Normalized Gene Expression") +   
    ggtitle(" ") + 
    scale_fill_manual(values=c("#FBA72A", "#5785C1")) + 
    theme(text=element_text(size=12, face = "bold"),
          strip.text.x = element_text(size = 16), 
          plot.title = element_text(hjust = 0.5), 
          legend.position = "none", 
          axis.text.x = element_text(angle = 45, hjust = 1)) 
g1

ggsave(plot=g1, file=paste0(output_dir, "figures/BoxPlots.svg"), width=8, height=4)
suppressPackageStartupMessages({
  library(GO.db)
  library(clusterProfiler)
  library(enrichplot)
  library(GOSemSim)
  library(DOSE)
  library(org.Hs.eg.db)
})

hsGO <- godata('org.Hs.eg.db', ont="BP")
ego <- enrichGO(gene          = ko_vs_WT_sig$hgnc_symbol,
                universe      = unique(ko_vs_WT_res$hgnc_symbol),
                OrgDb         = org.Hs.eg.db,
                ont           = "BP",
                keyType = "SYMBOL",
                pAdjustMethod = "BH")

ego@result <- ego@result[ego@result$Count > 30 & ego@result$p.adjust < 0.05, ]
ego_ko = ego@result

dotplot(ego, showCategory=20, font.size = 6) + ggtitle("GO")

ego_ko_toplot = ego_ko %>% arrange(p.adjust) %>% head(n=15)

color1 = c("axon development", "axonogenesis", "axon guidance", "neuron projection guidance", "cell morphogenesis involved in neuron differentiation")
color2 = c("regulation of synapse organization", "synapse organization",  "regulation of synapse structure or activity")
ego_ko_toplot$label_colors = "#5C5C5C"
ego_ko_toplot[ego_ko_toplot$Description %in% color1, "label_colors"] = "darkorange3"
ego_ko_toplot[ego_ko_toplot$Description %in% color2, "label_colors"] = "darkred"

ego_ko_toplot$Description2 = paste0(ego_ko_toplot$Description, " (", ego_ko_toplot$ID, ")")
ego_ko_toplot$GeneRatio2 = sapply(ego_ko_toplot$GeneRatio, function(x) eval(parse(text = x)))

ego_ko_toplot = ego_ko_toplot %>% arrange(GeneRatio2) %>% 
  mutate(Description2 = as.factor(Description2)) %>%
  mutate(Description2 = factor(Description2, levels=Description2))

g1 = ggplot(data = ego_ko_toplot, aes(x = GeneRatio2, y = Description2, size = Count)) + 
  geom_point(aes(fill=-log10(p.adjust)), colour="black", pch=21) +
  scale_fill_gradient(low = "#007094FF", high = "#7DCDB7")+
  labs(x = "Gene Ratio", fill = "-log(adjusted pvalue)", size = "# DEX genes in category") +
  theme_bw() + 
  theme(axis.text.y = element_text(colour = ego_ko_toplot$label_colors)) + 
  scale_y_discrete(labels = function(y) str_replace(y, "\\(", "\n(")) + #adds the newline between term and ID
  #scale_y_discrete(labels = function(y) str_wrap(y, width = 40)) + #alternatively, you can add a newline on terms that are too long
  ylab("") + 
  xlab("Gene Ratio") + 
  ggtitle("Top 15 Enriched GO terms")
g1

ggsave(plot=g1, file=paste0(output_dir, "figures/GOenrichment.svg"), width=10, height=6)
ego <- pairwise_termsim(ego, method = "Wang", semData=hsGO)
n = 5
mycol = c("#999999", "#E69F00", "#56B4E9", "#009E73", "#F8766D")[1:n]

p2 <- suppressMessages(treeplot(ego, color="p.adjust", showCategory = 15, 
               offset.params = list(bar_tree = 10, tiplab = 1.5),
               cluster.params = list(color=mycol, n=n))) +  
  scale_colour_gradientn(colors=c( "#7DCDB7", "#007094FF"),
                      name = "adjusted pvalue") 
  #theme(legend.position = "bottom") +
p2$layers[[3]]$aes_params$size <- 3 # clusters
p2$layers[[7]]$aes_params$size <- 3 #tree labels
p2$layers[[4]]$aes_params$size = 2 # label linewidth
p2

CTCF vs WT

res = lfcShrink(dds, coef=2, quiet = TRUE)
ctcf_vs_WT_res <- res %>% as.data.frame() %>% 
  rownames_to_column(var="ensembl_gene_id") %>% 
  left_join(gene_info, by="ensembl_gene_id") 
ctcf_vs_WT_sig <-  ctcf_vs_WT_res %>%
  filter(!is.na(padj), padj < 0.05) %>% 
  arrange(padj)
cat("Number of DEX genes:", nrow(ctcf_vs_WT_sig))
## Number of DEX genes: 360
ctcf_vs_WT_sig %>% 
  kbl() %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed")) %>% 
  scroll_box(width = "800px", height = "400px")
ensembl_gene_id baseMean log2FoldChange lfcSE pvalue padj hgnc_symbol entrezgene_id
ENSG00000131409 6545.79007 -3.3214054 0.0890039 0.0000000 0.0000000 LRRC4B 94030
ENSG00000161681 11634.95000 -3.6413975 0.1601841 0.0000000 0.0000000 SHANK1 50944
ENSG00000213023 2989.73943 -4.6399405 0.2181469 0.0000000 0.0000000 SYT3 84258
ENSG00000166348 1578.55976 -1.9004306 0.0906711 0.0000000 0.0000000 USP54 159195
ENSG00000152926 695.28360 -4.5896477 0.2276352 0.0000000 0.0000000 ZNF117 51351
ENSG00000152926 695.28360 -4.5896477 0.2276352 0.0000000 0.0000000 ZNF117 109504726
ENSG00000254245 1073.36972 -1.7427509 0.1090226 0.0000000 0.0000000 PCDHGA3 56112
ENSG00000102195 462.77130 -2.8929417 0.1819325 0.0000000 0.0000000 GPR50 9248
ENSG00000131398 2605.13740 -11.1809597 0.7046283 0.0000000 0.0000000 KCNC3 3748
ENSG00000258405 206.58850 4.6059436 0.3052624 0.0000000 0.0000000 ZNF578 147660
ENSG00000081842 487.45910 2.2914584 0.1620915 0.0000000 0.0000000 PCDHA6 56142
ENSG00000161671 7244.31939 -1.1002930 0.0877497 0.0000000 0.0000000 EMC10 284361
ENSG00000105472 257.59671 -3.4669637 0.2795593 0.0000000 0.0000000 CLEC11A 6320
ENSG00000204965 169.97780 -2.5887064 0.2712166 0.0000000 0.0000000 PCDHA5 56143
ENSG00000188191 3015.45660 -0.6929930 0.0734506 0.0000000 0.0000000 PRKAR1B 5575
ENSG00000198865 320.95642 -8.6319349 0.9234356 0.0000000 0.0000000 CCDC152 100129792
ENSG00000167981 708.43818 1.0730311 0.1204861 0.0000000 0.0000000 ZNF597 146434
ENSG00000105143 1370.71158 -1.0295732 0.1159773 0.0000000 0.0000000 SLC1A6 6511
ENSG00000101294 5826.10280 -0.4429335 0.0545036 0.0000000 0.0000000 HM13 81502
ENSG00000180787 60.96651 -4.6307667 0.5705977 0.0000000 0.0000000 ZFP3 124961
ENSG00000198039 115.75745 -5.2845076 0.6471135 0.0000000 0.0000000 ZNF273 10793
ENSG00000243449 1026.94031 0.9276893 0.1200160 0.0000000 0.0000000 NICOL1 401115
ENSG00000174485 2650.75369 -0.5438302 0.0727446 0.0000000 0.0000000 DENND4A 10260
ENSG00000154864 6027.52863 -0.5285415 0.0714504 0.0000000 0.0000000 PIEZO2 63895
ENSG00000102109 9362.23434 0.4901411 0.0677993 0.0000000 0.0000000 PCSK1N 27344
ENSG00000136247 1351.35729 -0.6286023 0.0879561 0.0000000 0.0000000 ZDHHC4 55146
ENSG00000131018 28799.19413 -0.2621091 0.0375297 0.0000000 0.0000000 SYNE1 23345
ENSG00000184058 360.48188 -1.4386741 0.2181687 0.0000000 0.0000000 TBX1 6899
ENSG00000058668 3412.78380 0.5528687 0.0847867 0.0000000 0.0000000 ATP2B4 493
ENSG00000126778 1227.58162 0.8809393 0.1402317 0.0000000 0.0000000 SIX1 6495
ENSG00000177932 2177.53134 -0.6252206 0.1004164 0.0000000 0.0000000 ZNF354C 30832
ENSG00000124126 4449.93454 0.3438382 0.0549316 0.0000000 0.0000000 PREX1 57580
ENSG00000147408 3765.06835 -0.3683717 0.0596867 0.0000000 0.0000000 CSGALNACT1 55790
ENSG00000197008 276.71768 -8.7885883 1.2928316 0.0000000 0.0000000 ZNF138 7697
ENSG00000127990 2309.67407 0.4507257 0.0737417 0.0000000 0.0000000 SGCE 8910
ENSG00000155760 697.54186 0.7959153 0.1306536 0.0000000 0.0000000 FZD7 8324
ENSG00000170846 1042.46954 -0.5832574 0.1001241 0.0000000 0.0000001 MRFAP1L2 93622
ENSG00000169554 2979.18414 0.5570152 0.0967407 0.0000000 0.0000001 ZEB2 9839
ENSG00000075407 2082.89198 -0.4671730 0.0825740 0.0000000 0.0000003 ZNF37A 7587
ENSG00000119689 7819.05184 0.2892990 0.0509278 0.0000000 0.0000003 DLST 1743
ENSG00000003096 3624.82549 0.3656358 0.0654866 0.0000000 0.0000004 KLHL13 90293
ENSG00000183779 1085.37904 0.5502791 0.1005137 0.0000000 0.0000006 ZNF703 80139
ENSG00000142530 175.99725 -1.2830247 0.2456595 0.0000000 0.0000024 GARIN5A 112703
ENSG00000241697 271.76404 1.0107442 0.1955838 0.0000000 0.0000030 TMEFF1 8577
ENSG00000196781 8078.28530 0.2566933 0.0491980 0.0000000 0.0000031 TLE1 7088
ENSG00000175061 17692.11562 0.2010284 0.0401136 0.0000000 0.0000045 SNHG29 125144
ENSG00000112246 658.90334 0.8400448 0.1666471 0.0000000 0.0000057 SIM1 6492
ENSG00000120093 130.42889 1.7240008 0.3421638 0.0000000 0.0000058 HOXB3 3213
ENSG00000134138 198.11885 1.1575407 0.2307164 0.0000000 0.0000062 MEIS2 4212
ENSG00000142541 26182.93681 0.1910216 0.0383641 0.0000000 0.0000128 RPL13A 23521
ENSG00000119630 296.89342 1.1649552 0.2413708 0.0000001 0.0000150 PGF 5228
ENSG00000254221 607.26620 0.6817686 0.1415675 0.0000001 0.0000165 PCDHGB1 56104
ENSG00000251562 11392.00360 -0.3241452 0.0675120 0.0000001 0.0000182 MALAT1 NA
ENSG00000290555 765.33942 0.7005867 0.1473672 0.0000001 0.0000209 LINC00680 106660612
ENSG00000197971 796.18718 -0.5940080 0.1257781 0.0000001 0.0000242 MBP 4155
ENSG00000180938 232.80307 0.9939700 0.2138421 0.0000001 0.0000344 ZNF572 137209
ENSG00000061918 2125.35667 -0.3782676 0.0815189 0.0000002 0.0000376 GUCY1B1 2983
ENSG00000063015 3755.14556 -0.2732851 0.0590775 0.0000002 0.0000437 SEZ6 124925
ENSG00000120675 921.53990 -0.7778887 0.1742595 0.0000003 0.0000746 DNAJC15 29103
ENSG00000070601 879.33016 0.8649214 0.1972463 0.0000005 0.0001060 FRMPD1 22844
ENSG00000113448 6062.67275 0.2698285 0.0617497 0.0000006 0.0001338 PDE4D 5144
ENSG00000136160 310.09033 1.3874233 0.3206377 0.0000006 0.0001338 EDNRB 1910
ENSG00000167526 22479.36727 0.1858903 0.0424929 0.0000007 0.0001571 RPL13 6137
ENSG00000253910 921.89802 0.6327924 0.1490190 0.0000009 0.0001856 PCDHGB2 56103
ENSG00000171502 177.56910 1.2924613 0.3050996 0.0000009 0.0001857 COL24A1 255631
ENSG00000118197 748.00444 -0.5894659 0.1391017 0.0000010 0.0001914 DDX59 83479
ENSG00000159556 230.29247 0.8596335 0.2032430 0.0000010 0.0001914 ISL2 64843
ENSG00000197747 679.86299 0.8962927 0.2121958 0.0000010 0.0001917 S100A10 6281
ENSG00000251129 176.57408 -1.2008098 0.2883732 0.0000012 0.0002329 LINC02506 NA
ENSG00000007516 6690.40671 -0.2727011 0.0645709 0.0000013 0.0002422 BAIAP3 8938
ENSG00000130522 8556.70268 0.3023890 0.0718186 0.0000013 0.0002422 JUND 3727
ENSG00000233670 785.26438 0.7619626 0.1838079 0.0000014 0.0002552 PIRT 644139
ENSG00000147488 2688.22299 0.4297528 0.1036359 0.0000015 0.0002627 ST18 9705
ENSG00000041982 179.22167 1.2052035 0.2918917 0.0000015 0.0002627 TNC 3371
ENSG00000204963 511.49124 -0.6953140 0.1693599 0.0000016 0.0002802 PCDHA7 56141
ENSG00000171291 225.87506 -1.4260840 0.3501051 0.0000018 0.0003191 ZNF439 90594
ENSG00000161544 2911.92523 0.4217092 0.1029893 0.0000019 0.0003212 CYGB 114757
ENSG00000128805 554.78975 0.6858206 0.1683954 0.0000019 0.0003267 ARHGAP22 58504
ENSG00000156482 10102.96696 0.2556762 0.0625731 0.0000023 0.0003749 RPL30 6156
ENSG00000165973 1314.29603 -0.4371627 0.1080937 0.0000022 0.0003749 NELL1 4745
ENSG00000005379 9494.62112 -0.2078445 0.0503502 0.0000023 0.0003749 TSPOAP1 9256
ENSG00000184897 8998.42780 0.2436973 0.0590656 0.0000024 0.0003860 H1-10 8971
ENSG00000122406 24006.29264 0.1694988 0.0419474 0.0000026 0.0004138 RPL5 6125
ENSG00000176887 6952.28091 -2.0638004 0.5206607 0.0000026 0.0004138 SOX11 6664
ENSG00000144285 1810.87305 -0.4464257 0.1113194 0.0000028 0.0004309 SCN1A 6323
ENSG00000016082 2377.61821 0.3377668 0.0842258 0.0000028 0.0004309 ISL1 3670
ENSG00000145860 10906.49496 0.1811911 0.0442725 0.0000029 0.0004358 RNF145 153830
ENSG00000203930 3105.40742 -0.3821784 0.0960798 0.0000030 0.0004594 LINC00632 286411
ENSG00000197756 15024.50561 0.2288502 0.0568012 0.0000031 0.0004647 RPL37A 6168
ENSG00000198918 3658.05413 0.3041958 0.0761204 0.0000032 0.0004647 RPL39 6170
ENSG00000108231 798.90978 0.4818102 0.1223434 0.0000035 0.0005005 LGI1 9211
ENSG00000188869 147.95796 1.1428697 0.2912272 0.0000035 0.0005005 TMC3 342125
ENSG00000128272 18037.31443 -0.1559259 0.0384101 0.0000039 0.0005523 ATF4 468
ENSG00000157168 6545.52879 0.2562705 0.0645060 0.0000039 0.0005564 NRG1 3084
ENSG00000142534 18216.61333 0.2048023 0.0515930 0.0000043 0.0005960 RPS11 6205
ENSG00000122026 10988.35328 0.2454083 0.0625443 0.0000045 0.0006128 RPL21 6144
ENSG00000137818 14949.21009 0.1880311 0.0472308 0.0000045 0.0006128 RPLP1 6176
ENSG00000184261 636.59992 0.6599827 0.1713982 0.0000046 0.0006170 KCNK12 56660
ENSG00000006071 813.99912 0.4859105 0.1257046 0.0000046 0.0006170 ABCC8 6833
ENSG00000250467 191.60738 0.9509630 0.2493730 0.0000053 0.0006894 PHOX2B-AS1 105374425
ENSG00000186480 10074.49850 -0.1672287 0.0422933 0.0000052 0.0006894 INSIG1 3638
ENSG00000198034 26685.15774 0.1626552 0.0412238 0.0000057 0.0007447 RPS4X 6191
ENSG00000119547 37694.66117 -0.2333709 0.0606216 0.0000059 0.0007541 ONECUT2 9480
ENSG00000149806 4113.72003 0.2515995 0.0652137 0.0000059 0.0007552 FAU 2197
ENSG00000196562 41022.83048 -0.1391679 0.0339352 0.0000061 0.0007649 SULF2 55959
ENSG00000143947 18598.18541 0.1620262 0.0411263 0.0000070 0.0008604 RPS27A 6233
ENSG00000147381 14727.17063 0.2085746 0.0540842 0.0000069 0.0008604 MAGEA4 4103
ENSG00000110700 9058.24287 0.1766632 0.0455768 0.0000073 0.0008889 RPS13 6207
ENSG00000079215 209.76587 1.1722587 0.3153595 0.0000076 0.0009237 SLC1A3 6507
ENSG00000119508 5160.44268 -0.2373598 0.0625421 0.0000078 0.0009429 NR4A3 8013
ENSG00000131389 3733.46926 -0.2465012 0.0650407 0.0000079 0.0009449 SLC6A6 6533
ENSG00000163873 3111.70872 -0.3713682 0.0995725 0.0000082 0.0009735 GRIK3 2899
ENSG00000197969 9488.84210 -0.2173125 0.0576590 0.0000088 0.0010299 VPS13A 23230
ENSG00000196110 577.47369 -0.7200526 0.1954902 0.0000089 0.0010299 ZNF699 374879
ENSG00000115297 112.90510 1.4160881 0.3866716 0.0000094 0.0010760 TLX2 3196
ENSG00000156711 542.92872 -0.5480137 0.1492476 0.0000097 0.0011062 MAPK13 5603
ENSG00000176641 6581.03244 -0.2946623 0.0802247 0.0000104 0.0011734 RNF152 220441
ENSG00000197106 1340.36229 -0.5559163 0.1531624 0.0000111 0.0012440 SLC6A17 388662
ENSG00000251209 98.95574 1.3810055 0.3814968 0.0000112 0.0012502 LINC00923 91948
ENSG00000251209 98.95574 1.3810055 0.3814968 0.0000112 0.0012502 LINC00923 101927286
ENSG00000251209 98.95574 1.3810055 0.3814968 0.0000112 0.0012502 LINC00923 101927310
ENSG00000116254 17119.98734 -0.1606440 0.0425698 0.0000115 0.0012682 CHD5 26038
ENSG00000168672 140.88079 1.0389305 0.2874876 0.0000120 0.0013070 LRATD2 157638
ENSG00000144713 19078.34994 0.1744756 0.0464969 0.0000121 0.0013152 RPL32 6161
ENSG00000100473 2335.32636 -0.4185389 0.1161104 0.0000127 0.0013627 COCH 1690
ENSG00000196132 5108.30583 -0.3076431 0.0817257 0.0000130 0.0013867 MYT1 4661
ENSG00000158089 626.83778 0.6527614 0.1840628 0.0000147 0.0015542 GALNT14 79623
ENSG00000177519 15402.27812 0.2343079 0.0644059 0.0000158 0.0016484 RPRM 56475
ENSG00000197977 1337.63374 0.3741191 0.1050737 0.0000158 0.0016484 ELOVL2 54898
ENSG00000121440 1037.59886 0.7493820 0.2148293 0.0000182 0.0018828 PDZRN3 23024
ENSG00000109705 121.73993 1.0974977 0.3151340 0.0000191 0.0019457 NKX3-2 579
ENSG00000256463 847.61092 -0.5043004 0.1447469 0.0000191 0.0019457 SALL3 27164
ENSG00000149273 16987.21630 0.1714514 0.0476658 0.0000206 0.0020768 RPS3 6188
ENSG00000133112 39640.19368 0.1145596 0.0320478 0.0000239 0.0023953 TPT1 7178
ENSG00000123560 206.04407 0.9380577 0.2765901 0.0000254 0.0025234 PLP1 5354
ENSG00000075826 1169.76199 -0.3466548 0.1016493 0.0000273 0.0026941 SEC31B 25956
ENSG00000161682 7743.67130 0.1872108 0.0534187 0.0000289 0.0028105 FAM171A2 284069
ENSG00000125848 229.90659 0.7240107 0.2153010 0.0000288 0.0028105 FLRT3 23767
ENSG00000115541 646.14107 0.5264319 0.1552613 0.0000298 0.0028666 HSPE1 3336
ENSG00000204262 555.92144 0.5558505 0.1655236 0.0000301 0.0028666 COL5A2 1290
ENSG00000163682 13517.71408 0.1776790 0.0512940 0.0000302 0.0028666 RPL9 6133
ENSG00000039560 33401.02576 0.1387276 0.0391623 0.0000313 0.0029546 RAI14 26064
ENSG00000101084 184.69978 0.8692595 0.2609171 0.0000323 0.0030304 RAB5IF 55969
ENSG00000122390 3470.01073 0.2471989 0.0713373 0.0000343 0.0031868 NAA60 79903
ENSG00000265972 4139.43650 0.3146489 0.0938830 0.0000350 0.0032322 TXNIP 10628
ENSG00000204967 3472.91860 -0.2198093 0.0644972 0.0000369 0.0033824 PCDHA4 56144
ENSG00000187122 8882.25306 -0.3323264 0.0999648 0.0000371 0.0033824 SLIT1 6585
ENSG00000233058 382.60795 -0.7143616 0.2199864 0.0000415 0.0037544 ATP13A3-DT NA
ENSG00000172809 10187.07521 0.2058548 0.0613061 0.0000424 0.0038105 RPL38 6169
ENSG00000171858 3764.66887 0.3171822 0.0978963 0.0000510 0.0045474 RPS21 6227
ENSG00000165194 1047.93602 -0.3573852 0.1110197 0.0000513 0.0045498 PCDH19 57526
ENSG00000071242 7791.73355 -0.1648604 0.0497976 0.0000519 0.0045726 RPS6KA2 6196
ENSG00000120885 4133.83675 0.4063793 0.1271372 0.0000539 0.0047101 CLU 1191
ENSG00000204624 9697.18013 -0.2227420 0.0686472 0.0000564 0.0049023 DISP3 57540
ENSG00000162636 3813.98332 0.2675034 0.0829457 0.0000575 0.0049643 EEIG2 284611
ENSG00000076716 199.42063 1.2154144 0.3872890 0.0000593 0.0050802 GPC4 2239
ENSG00000104833 14757.98641 -0.7972052 0.2553016 0.0000610 0.0051947 TUBB4A 10382
ENSG00000105372 10100.60785 0.1760033 0.0533926 0.0000620 0.0052480 RPS19 6223
ENSG00000082781 127.83064 1.2486740 0.4030913 0.0000651 0.0053658 ITGB5 3693
ENSG00000112306 10495.20658 0.1700959 0.0514767 0.0000654 0.0053658 RPS12 6206
ENSG00000180318 180.67591 0.8846639 0.2840157 0.0000646 0.0053658 ALX1 8092
ENSG00000185352 2394.41920 0.3439154 0.1089638 0.0000646 0.0053658 HS6ST3 266722
ENSG00000136378 632.36877 -0.4892542 0.1569533 0.0000653 0.0053658 ADAMTS7 11173
ENSG00000147117 158.85484 -0.8113783 0.2630418 0.0000709 0.0057800 ZNF157 7712
ENSG00000165462 244.41499 1.2024103 0.3904199 0.0000715 0.0057931 PHOX2A 401
ENSG00000074803 309.93163 -0.5834291 0.1888142 0.0000733 0.0058967 SLC12A1 6557
ENSG00000174444 48842.66967 0.1086804 0.0318638 0.0000739 0.0059139 RPL4 6124
ENSG00000153395 14069.02733 0.1452015 0.0439069 0.0000747 0.0059389 LPCAT1 79888
ENSG00000148773 435.60639 0.7573631 0.2468989 0.0000776 0.0061185 MKI67 4288
ENSG00000158470 12932.57993 0.1321448 0.0396592 0.0000779 0.0061185 B4GALT5 9334
ENSG00000170017 16564.86652 0.2099993 0.0662475 0.0000796 0.0062093 ALCAM 214
ENSG00000163430 1341.56797 0.4576816 0.1485566 0.0000800 0.0062093 FSTL1 11167
ENSG00000170419 15344.50674 0.1869797 0.0584171 0.0000811 0.0062564 VSTM2A 222008
ENSG00000134419 2611.50730 0.3436345 0.1119074 0.0000841 0.0064151 RPS15A 6210
ENSG00000178980 8449.42868 -0.1955179 0.0619761 0.0000840 0.0064151 SELENOW 6415
ENSG00000112312 554.48280 0.4325488 0.1415459 0.0000853 0.0064697 GMNN 51053
ENSG00000115828 461.58847 -0.5125791 0.1699004 0.0000901 0.0067910 QPCT 25797
ENSG00000121871 2355.10647 -0.2575218 0.0833922 0.0000921 0.0069047 SLITRK3 22865
ENSG00000175826 3247.98512 0.2247938 0.0723543 0.0000943 0.0069891 CTDNEP1 23399
ENSG00000160200 784.88211 -0.4307599 0.1426356 0.0000940 0.0069891 CBS 875
ENSG00000160200 784.88211 -0.4307599 0.1426356 0.0000940 0.0069891 CBS 102724560
ENSG00000161970 574.05367 0.6663464 0.2228812 0.0000960 0.0070729 RPL26 6154
ENSG00000135406 3814.78127 0.7325670 0.2447236 0.0000970 0.0071060 PRPH 5630
ENSG00000154217 6729.93361 -0.1507565 0.0474459 0.0001047 0.0076302 PITPNC1 26207
ENSG00000174498 9346.18469 0.1646589 0.0521118 0.0001054 0.0076387 IGDCC3 9543
ENSG00000145675 7348.29279 0.2033736 0.0654221 0.0001065 0.0076745 PIK3R1 5295
ENSG00000189221 335.58562 0.6501884 0.2198279 0.0001077 0.0076786 MAOA 4128
ENSG00000218891 1689.12840 0.2538001 0.0834054 0.0001071 0.0076786 ZNF579 163033
ENSG00000126214 4023.10008 0.2769014 0.0916278 0.0001091 0.0077381 KLC1 3831
ENSG00000137309 11063.32020 0.1398380 0.0436830 0.0001149 0.0081024 HMGA1 3159
ENSG00000152977 1866.07583 0.4172320 0.1417729 0.0001214 0.0083260 ZIC1 7545
ENSG00000163629 2347.85750 0.2823112 0.0944381 0.0001204 0.0083260 PTPN13 5783
ENSG00000118181 9454.95245 0.1861498 0.0615822 0.0001219 0.0083260 RPS25 6230
ENSG00000178401 2204.19139 -0.2898515 0.0970777 0.0001190 0.0083260 DNAJC22 79962
ENSG00000140538 7961.70766 -0.2162937 0.0727045 0.0001210 0.0083260 NTRK3 4916
ENSG00000227063 388.69245 -0.5537951 0.1894557 0.0001200 0.0083260 RPL41P1 NA
ENSG00000172260 6604.82243 0.2858080 0.0960521 0.0001245 0.0084172 NEGR1 257194
ENSG00000162631 1725.40182 0.3259902 0.1102510 0.0001243 0.0084172 NTNG1 22854
ENSG00000182899 9973.69841 0.1433906 0.0453849 0.0001266 0.0085191 RPL35A 6165
ENSG00000224063 519.51946 0.5370886 0.1854115 0.0001323 0.0088557 CALCRL-AS1 NA
ENSG00000204969 1592.65976 -0.2841762 0.0962590 0.0001334 0.0088839 PCDHA2 56146
ENSG00000130255 8232.04636 0.1762089 0.0578414 0.0001341 0.0088878 RPL36 25873
ENSG00000105409 4489.41839 0.2866901 0.0973498 0.0001358 0.0089498 ATP1A3 478
ENSG00000232931 2458.25687 -0.2923012 0.0997771 0.0001400 0.0091846 LINC00342 NA
ENSG00000080854 13167.38621 0.1329143 0.0421541 0.0001409 0.0091968 IGSF9B 22997
ENSG00000228474 5577.19280 0.1932104 0.0641767 0.0001461 0.0094420 OST4 100128731
ENSG00000011332 3398.64179 -0.2083754 0.0698067 0.0001461 0.0094420 DPF1 8193
ENSG00000170004 28359.02022 -0.1673755 0.0550063 0.0001497 0.0096292 CHD3 1107
ENSG00000129951 14511.72453 0.1844680 0.0612901 0.0001510 0.0096631 PLPPR3 79948
ENSG00000148303 25302.03743 0.1096347 0.0366767 0.0001536 0.0097815 RPL7A 6130
ENSG00000152128 2908.69535 -0.3771711 0.1324414 0.0001575 0.0099783 TMEM163 81615
ENSG00000128739 719.61026 0.5961312 0.2108859 0.0001589 0.0100202 SNRPN 6638
ENSG00000231500 18193.27938 0.1357394 0.0438441 0.0001650 0.0103571 RPS18 6222
ENSG00000109475 8149.13878 0.1392605 0.0452669 0.0001689 0.0105020 RPL34 6164
ENSG00000233927 7024.47314 0.1880058 0.0633158 0.0001686 0.0105020 RPS28 6234
ENSG00000143933 86362.38375 0.1274319 0.0409799 0.0001713 0.0105764 CALM2 805
ENSG00000164587 11567.64057 0.1427702 0.0474861 0.0001717 0.0105764 RPS14 6208
ENSG00000136546 1626.30208 -0.2801693 0.0974439 0.0001763 0.0107586 SCN7A 6332
ENSG00000169020 2737.17317 0.3088809 0.1089445 0.0001761 0.0107586 ATP5ME 521
ENSG00000100297 296.38647 0.5867146 0.2104455 0.0001790 0.0108704 MCM5 4174
ENSG00000164604 2550.86708 -0.2734047 0.0974130 0.0001965 0.0118360 GPR85 54329
ENSG00000185666 6819.55539 0.2163020 0.0751446 0.0001967 0.0118360 SYN3 8224
ENSG00000184486 3788.95729 0.2396652 0.0843035 0.0002027 0.0121443 POU3F2 5454
ENSG00000188483 2972.66531 0.1940821 0.0673130 0.0002136 0.0127354 IER5L 389792
ENSG00000008710 13457.38451 -0.1595567 0.0547666 0.0002253 0.0133711 PKD1 5310
ENSG00000186395 1190.67236 0.3405571 0.1242700 0.0002322 0.0137221 KRT10 3858
ENSG00000122756 13628.82945 0.1476652 0.0504684 0.0002365 0.0139098 CNTFR 1271
ENSG00000169504 5506.18561 0.1785074 0.0621538 0.0002401 0.0140637 CLIC4 25932
ENSG00000172748 195.36208 -0.0430302 0.0836615 0.0002441 0.0141695 ZNF596 169270
ENSG00000204347 1361.50052 0.4024834 0.1491397 0.0002441 0.0141695 BTBD17 388419
ENSG00000182263 2687.35982 0.2388916 0.0856657 0.0002490 0.0143894 FIGN 55137
ENSG00000172403 264.52620 0.6563307 0.2476324 0.0002521 0.0145033 SYNPO2 171024
ENSG00000241468 1611.33567 0.3884838 0.1443425 0.0002543 0.0145688 ATP5MF 9551
ENSG00000129038 3004.76639 0.2764838 0.1009965 0.0002555 0.0145719 LOXL1 4016
ENSG00000164318 965.66657 0.9296842 0.3527711 0.0002635 0.0149610 EGFLAM 133584
ENSG00000147100 14853.13720 0.1268627 0.0446327 0.0002705 0.0152974 SLC16A2 6567
ENSG00000213741 5125.62916 0.2617622 0.0962940 0.0002759 0.0155345 RPS29 6235
ENSG00000125821 1499.50428 0.2603257 0.0959442 0.0002779 0.0155792 DTD1 92675
ENSG00000112893 1129.69491 0.3927984 0.1489793 0.0002891 0.0160113 MAN2A1 4124
ENSG00000127955 11407.87455 -0.1679258 0.0590018 0.0002893 0.0160113 GNAI1 2770
ENSG00000101460 3376.31715 0.1772543 0.0630535 0.0002884 0.0160113 MAP1LC3A 84557
ENSG00000155052 8277.32629 -0.2390234 0.0880440 0.0002922 0.0161026 CNTNAP5 129684
ENSG00000198755 12339.00144 0.1351428 0.0461609 0.0002967 0.0162863 RPL10A 4736
ENSG00000106829 1999.29263 0.2794357 0.1062359 0.0003027 0.0165440 TLE4 7091
ENSG00000142449 1094.11813 -0.4036311 0.1545080 0.0003039 0.0165440 FBN3 84467
ENSG00000100316 35444.90798 0.1056918 0.0351782 0.0003057 0.0165729 RPL3 6122
ENSG00000006451 7074.35875 0.1408353 0.0487935 0.0003087 0.0166660 RALA 5898
ENSG00000125355 3153.83334 0.2489104 0.0933668 0.0003262 0.0175376 TMEM255A 55026
ENSG00000186472 15623.66283 -0.1862838 0.0682672 0.0003309 0.0177165 PCLO 27445
ENSG00000166845 449.50057 -0.4848834 0.1894330 0.0003342 0.0178228 C18orf54 162681
ENSG00000101004 3705.77157 -0.1835585 0.0670086 0.0003384 0.0179004 NINL 22981
ENSG00000130844 1722.65163 -0.2320925 0.0869703 0.0003373 0.0179004 ZNF331 55422
ENSG00000089639 3988.93172 -0.2226064 0.0831663 0.0003443 0.0181362 GMIP 51291
ENSG00000103449 5008.05235 0.2068832 0.0773292 0.0003714 0.0194096 SALL1 6299
ENSG00000128335 566.08949 0.6952379 0.2764937 0.0003707 0.0194096 APOL2 23780
ENSG00000225783 41349.74391 -0.1957994 0.0741650 0.0003775 0.0196486 MIAT 440823
ENSG00000135472 4991.85432 0.1578596 0.0574554 0.0003842 0.0199193 FAIM2 23017
ENSG00000177954 9382.34224 0.1673343 0.0612984 0.0003864 0.0199561 RPS27 6232
ENSG00000063177 12301.82128 0.1378682 0.0490573 0.0003897 0.0200466 RPL18 6141
ENSG00000001617 509.77416 -0.7526220 0.3049671 0.0003980 0.0203965 SEMA3F 6405
ENSG00000104408 10335.93516 0.1374643 0.0490587 0.0004000 0.0204168 EIF3E 3646
ENSG00000109861 301.55942 0.4930020 0.1975394 0.0004039 0.0205369 CTSC 1075
ENSG00000196220 11024.51142 -0.1508313 0.0551101 0.0004232 0.0214339 SRGAP3 9901
ENSG00000278864 565.36110 -0.3612507 0.1460521 0.0004509 0.0227501 NA
ENSG00000145423 256.76442 0.8564158 0.3530114 0.0004532 0.0227796 SFRP2 6423
ENSG00000138326 21001.25358 0.1344100 0.0486615 0.0004633 0.0231961 RPS24 6229
ENSG00000112541 2744.71063 -0.3006757 0.1198395 0.0004654 0.0232111 PDE10A 10846
ENSG00000112541 2744.71063 -0.3006757 0.1198395 0.0004654 0.0232111 PDE10A 90632
ENSG00000144681 199.44516 0.5830424 0.2421787 0.0004845 0.0240735 STAC 6769
ENSG00000225792 4952.11796 0.2186255 0.0855784 0.0004920 0.0242645 SNX10-AS1 105375304
ENSG00000111249 4505.89634 -0.2223940 0.0864308 0.0004916 0.0242645 CUX2 23316
ENSG00000250479 945.95071 0.4268644 0.1765875 0.0004954 0.0243391 CHCHD10 400916
ENSG00000176340 1925.53580 0.4039810 0.1656629 0.0004986 0.0243391 COX8A 1351
ENSG00000111716 299.82987 0.8201359 0.3451663 0.0004991 0.0243391 LDHB 3945
ENSG00000183072 572.06542 0.4634577 0.1917508 0.0005094 0.0247488 NKX2-5 1482
ENSG00000119782 1053.38755 0.3314182 0.1367363 0.0005350 0.0258965 FKBP1B 2281
ENSG00000113248 2229.32812 -0.1953500 0.0763195 0.0005376 0.0259296 PCDHB15 56121
ENSG00000167614 433.70375 0.7798640 0.3356233 0.0005425 0.0260685 TTYH1 57348
ENSG00000064687 6562.06746 -0.1735471 0.0670375 0.0005558 0.0266104 ABCA7 10347
ENSG00000135116 3033.71199 0.3222096 0.1325485 0.0005588 0.0266534 HRK 8739
ENSG00000173210 2577.11364 0.2234333 0.0900845 0.0005771 0.0274302 ABLIM3 22885
ENSG00000198105 761.24031 -0.0011281 0.0445595 0.0005858 0.0277437 ZNF248 57209
ENSG00000023697 368.24136 0.4581186 0.1955463 0.0005900 0.0278409 DERA 51071
ENSG00000273238 1334.74218 0.2595957 0.1072657 0.0005994 0.0279193 TMEM271 112441426
ENSG00000108018 636.79700 0.4563716 0.1958145 0.0006002 0.0279193 SORCS1 114815
ENSG00000074181 578.35278 0.5133233 0.2207392 0.0005999 0.0279193 NOTCH3 4854
ENSG00000090006 1030.58925 -0.3021360 0.1261062 0.0005966 0.0279193 LTBP4 8425
ENSG00000170035 15961.99371 0.1377927 0.0526468 0.0006422 0.0297662 UBE2E3 10477
ENSG00000117069 5163.62127 0.1963262 0.0799264 0.0006518 0.0300305 ST6GALNAC5 81849
ENSG00000177732 17094.92852 0.1242592 0.0463413 0.0006524 0.0300305 SOX12 6666
ENSG00000198168 8813.86671 0.1891722 0.0760164 0.0006581 0.0301831 SVIP 258010
ENSG00000131469 10023.33724 0.1475970 0.0566783 0.0006707 0.0306553 RPL27 6155
ENSG00000089157 39331.07052 0.0965673 0.0370292 0.0006844 0.0311728 RPLP0 6175
ENSG00000147883 132.39376 0.6814324 0.3022573 0.0006891 0.0312775 CDKN2B 1030
ENSG00000162650 5131.65197 -0.1565718 0.0613368 0.0006934 0.0312879 ATXN7L2 127002
ENSG00000113361 969.47394 0.8164539 0.3652091 0.0006941 0.0312879 CDH6 1004
ENSG00000171444 737.76864 0.5123058 0.2265435 0.0006972 0.0313201 MCC 4163
ENSG00000154265 2433.82442 -0.2135539 0.0908939 0.0007201 0.0322412 ABCA5 23461
ENSG00000188486 1599.37195 0.2301922 0.0975326 0.0007435 0.0331743 H2AX 3014
ENSG00000115944 10798.20327 0.1442307 0.0566809 0.0007616 0.0338672 COX7A2L 9167
ENSG00000130787 5728.19702 -0.2368073 0.1011715 0.0007662 0.0339565 HIP1R 9026
ENSG00000135766 538.48145 0.3686114 0.1643779 0.0007717 0.0340854 EGLN1 54583
ENSG00000116977 691.92996 -0.3178131 0.1404157 0.0007773 0.0341327 LGALS8 3964
ENSG00000101412 159.64005 0.7134404 0.3248429 0.0007780 0.0341327 E2F1 1869
ENSG00000109758 791.41332 -0.3604365 0.1608325 0.0007898 0.0345371 HGFAC 3083
ENSG00000169255 3302.76697 -0.2063336 0.0867076 0.0008179 0.0355276 B3GALNT1 8706
ENSG00000100625 487.83417 0.3458489 0.1548423 0.0008162 0.0355276 SIX4 51804
ENSG00000167555 1865.94975 -0.2446411 0.1064070 0.0008216 0.0355716 ZNF528 84436
ENSG00000115884 1193.73010 -0.2627708 0.1151440 0.0008251 0.0356054 SDC1 6382
ENSG00000160097 3639.02043 0.1602768 0.0656379 0.0008538 0.0365998 FNDC5 252995
ENSG00000077458 2044.91099 -0.1976378 0.0840079 0.0008533 0.0365998 FAM76B 143684
ENSG00000203685 3587.43364 0.4731029 0.2181891 0.0008579 0.0366577 STUM 375057
ENSG00000139350 564.77545 0.3292328 0.1485411 0.0008706 0.0370791 NEDD1 121441
ENSG00000073111 785.90642 0.2877001 0.1286114 0.0008736 0.0370854 MCM2 4171
ENSG00000048052 7467.95197 0.1629766 0.0672238 0.0008839 0.0374024 HDAC9 9734
ENSG00000181541 6456.92187 -0.1734872 0.0727221 0.0008914 0.0376000 MAB21L2 10586
ENSG00000145248 289.26021 0.5942116 0.2802172 0.0009088 0.0382116 SLC10A4 201780
ENSG00000182534 17754.41839 0.1192549 0.0462693 0.0009177 0.0384607 MXRA7 439921
ENSG00000124766 42353.39031 0.1471289 0.0592785 0.0009221 0.0385224 SOX4 6659
ENSG00000213626 17669.06183 -0.2027839 0.0910192 0.0009367 0.0390068 LBH 81606
ENSG00000197852 1531.09355 0.2484646 0.1110869 0.0009460 0.0392711 INKA2 55924
ENSG00000153253 26496.66227 -0.1112011 0.0429448 0.0009860 0.0406892 SCN3A 6328
ENSG00000146648 496.67174 0.5461918 0.2612944 0.0009864 0.0406892 EGFR 1956
ENSG00000198804 392192.72486 -0.1435294 0.0589842 0.0010051 0.0413335 MT-CO1 4512
ENSG00000114770 10030.40934 -0.1374970 0.0568118 0.0010262 0.0414992 ABCC5 10057
ENSG00000213760 7088.08225 0.1445746 0.0596122 0.0010268 0.0414992 ATP6V1G2 534
ENSG00000152558 261.78431 0.5529983 0.2668661 0.0010259 0.0414992 TMEM123 114908
ENSG00000050405 899.60959 0.3155029 0.1417748 0.0010281 0.0414992 LIMA1 51474
ENSG00000173917 125.58718 0.6712611 0.3261968 0.0010244 0.0414992 HOXB2 3212
ENSG00000268119 117.53975 -0.0051667 0.0449692 0.0010160 0.0414992 105372321
ENSG00000163623 106.49198 0.7862330 0.3851193 0.0010373 0.0417392 NKX6-1 4825
ENSG00000243279 735.57764 0.4444213 0.2134440 0.0010595 0.0423753 PRAF2 11230
ENSG00000154856 243.54673 0.5366185 0.2605705 0.0010587 0.0423753 APCDD1 147495
ENSG00000144749 1631.13330 0.2177024 0.0980094 0.0010706 0.0426143 LRIG1 26018
ENSG00000101144 1096.49239 0.3842985 0.1845043 0.0010720 0.0426143 BMP7 655
ENSG00000141837 6135.06621 -0.2198979 0.1038684 0.0010799 0.0427996 CACNA1A 773
ENSG00000134533 419.51795 0.5770945 0.2858946 0.0011001 0.0434663 RERG 85004
ENSG00000180592 3719.73075 0.1656777 0.0715268 0.0011141 0.0438145 SKIDA1 387640
ENSG00000087245 2893.60063 0.1733894 0.0755087 0.0011189 0.0438145 MMP2 4313
ENSG00000101210 31763.65039 0.1300052 0.0528408 0.0011161 0.0438145 EEF1A2 1917
ENSG00000198242 8596.92428 0.1624785 0.0698148 0.0011394 0.0444825 RPL23A 6147
ENSG00000128731 19886.32848 -0.1534545 0.0719288 0.0011438 0.0445252 HERC2 8924
ENSG00000291055 1534.27888 -0.2053332 0.0928335 0.0011692 0.0453758 NA NA
ENSG00000175691 243.73667 -0.0268200 0.0569071 0.0011785 0.0456024 ZNF77 58492
ENSG00000122012 656.57377 0.4883405 0.2440167 0.0011848 0.0457133 SV2C 22987
ENSG00000180828 643.60161 0.3248230 0.1572150 0.0011931 0.0458668 BHLHE22 27319
ENSG00000165028 234.72815 -0.4823568 0.2411387 0.0011958 0.0458668 NIPSNAP3B 55335
ENSG00000160299 7345.67278 -0.1451241 0.0613839 0.0012089 0.0462348 PCNT 5116
ENSG00000145741 11700.42825 0.1100342 0.0439512 0.0012208 0.0465528 BTF3 689
ENSG00000169432 18581.79672 -0.1441046 0.0614087 0.0012296 0.0467544 SCN9A 6335
ENSG00000175745 192.49803 0.8043874 0.4126789 0.0012544 0.0475570 NR2F1 7025
ENSG00000082397 23771.45981 0.1530408 0.0657849 0.0012653 0.0478321 EPB41L3 23136
ENSG00000159335 35228.60226 0.1389364 0.0592204 0.0012948 0.0488092 PTMS 5763
ENSG00000120875 17185.72124 -0.1095194 0.0440142 0.0013004 0.0488798 DUSP4 1846
ENSG00000163536 5597.30009 -0.1407400 0.0589561 0.0013257 0.0496883 SERPINI1 5274
ENSG00000272316 296.14806 0.4734701 0.2428733 0.0013316 0.0497318 NA NA
ENSG00000215386 115.41257 0.6605408 0.3417935 0.0013345 0.0497318 MIR99AHG 388815
ENSG00000135940 5465.63315 0.2169825 0.1027971 0.0013423 0.0498824 COX5B 1329
ENSG00000183098 1091.68466 0.2306702 0.1105574 0.0013474 0.0499302 GPC6 10082
ENSG00000197774 3738.88378 -0.1644399 0.0733341 0.0013525 0.0499764 EME2 197342
amanda.volcano.plot(ctcf_vs_WT_res, title = "CTCF vs WT", 
                    gene.list = ctcf_vs_WT_sig %>% head(n=50) %>% pull(hgnc_symbol), 
                    FCcut = 0, Padjcut = 0.05) +
  ylim(c(0,100)) #optional but there's a crazy sig gene at the top

ht_opt$message = FALSE #to make heatmap errors go away

mymat <- norm_counts %>% 
    data.frame() %>% 
    filter(row.names(norm_counts) %in% ctcf_vs_WT_sig$ensembl_gene_id)

scaled_mat = t(scale(t(mymat)))
ht <- Heatmap(scaled_mat, name = "Z-score", 
              show_column_names = TRUE, 
              show_row_names = FALSE,
              cluster_columns = TRUE,
              heatmap_legend_param = list(direction="horizontal", nrow=1),
              row_title = "DE Genes", row_title_rot = 90, 
              column_title = "Samples", column_title_rot = 0, column_title_side = "bottom", column_names_rot = 45,
              use_raster = TRUE)
draw(ht, merge_legend = TRUE)

ego <- enrichGO(gene          = ctcf_vs_WT_sig$hgnc_symbol,
                universe      = unique(ctcf_vs_WT_res$hgnc_symbol),
                OrgDb         = org.Hs.eg.db,
                ont           = "ALL",
                keyType = "SYMBOL",
                pAdjustMethod = "BH",
                pvalueCutoff  = 0.01,
                qvalueCutoff  = 0.05)
dotplot(ego, showCategory=20, font.size = 6) + ggtitle("GO")

write.csv(ko_vs_WT_sig, file=paste0(output_dir, "DE_ko_vs_WT.csv"))
write.csv(ego_ko, file=paste0(output_dir, "GO_ko_vs_WT.csv"))
write.csv(ctcf_vs_WT_sig, file=paste0(output_dir, "DE_ctcf_vs_WT.csv"))
save(norm_counts,
     metadata,
     gene_info,
     dds,
     ko_vs_WT_res,
     ko_vs_WT_sig,
     ego_ko,
     ctcf_vs_WT_res,
     ctcf_vs_WT_sig, file = paste0(output_dir, "figures/Plotting_checkpoint.Rdata"))
KO vs CTCF out of curiosity
metadata$condition <- relevel(metadata$condition, ref="ctcf")
dds <- DESeqDataSetFromMatrix(countData = cts,
                              colData = metadata,
                              design = ~ condition)
dds <- DESeq(dds)
## estimating size factors
## estimating dispersions
## gene-wise dispersion estimates
## mean-dispersion relationship
## final dispersion estimates
## fitting model and testing
ddsnorm <- counts(dds, normalized=TRUE)
resultsNames(dds)
## [1] "Intercept"            "condition_WT_vs_ctcf" "condition_ko_vs_ctcf"
res = lfcShrink(dds, coef=3, quiet = TRUE)
ko_vs_ctcf_res <- res %>% as.data.frame() %>% 
  rownames_to_column(var="ensembl_gene_id") %>% 
  left_join(gene_info, by="ensembl_gene_id") 
ko_vs_ctcf_sig <- ko_vs_ctcf_res %>% 
  filter(!is.na(padj), padj < 0.05) %>% 
  arrange(padj)
cat("Number of DEX genes:", nrow(ko_vs_ctcf_sig))
## Number of DEX genes: 2413
ko_vs_ctcf_sig %>% 
  kbl() %>%
  kable_styling(bootstrap_options = c("striped", "hover", "condensed")) %>% 
  scroll_box(width = "800px", height = "400px")
ensembl_gene_id baseMean log2FoldChange lfcSE pvalue padj hgnc_symbol entrezgene_id
ENSG00000131409 6545.79007 3.2026862 0.0888679 0.0000000 0.0000000 LRRC4B 94030
ENSG00000152926 695.28360 5.3914503 0.2255982 0.0000000 0.0000000 ZNF117 51351
ENSG00000152926 695.28360 5.3914503 0.2255982 0.0000000 0.0000000 ZNF117 109504726
ENSG00000081842 487.45910 -4.6471933 0.2007701 0.0000000 0.0000000 PCDHA6 56142
ENSG00000161681 11634.95000 3.5479053 0.1601448 0.0000000 0.0000000 SHANK1 50944
ENSG00000213023 2989.73943 4.5919268 0.2180115 0.0000000 0.0000000 SYT3 84258
ENSG00000166348 1578.55976 1.8415102 0.0899229 0.0000000 0.0000000 USP54 159195
ENSG00000058668 3412.78380 -1.5810840 0.0841657 0.0000000 0.0000000 ATP2B4 493
ENSG00000016082 2377.61821 -1.4743529 0.0818019 0.0000000 0.0000000 ISL1 3670
ENSG00000102195 462.77130 3.0343449 0.1800010 0.0000000 0.0000000 GPR50 9248
ENSG00000105143 1370.71158 1.7518953 0.1127446 0.0000000 0.0000000 SLC1A6 6511
ENSG00000181541 6456.92187 0.9669255 0.0646264 0.0000000 0.0000000 MAB21L2 10586
ENSG00000196132 5108.30583 1.1062407 0.0763798 0.0000000 0.0000000 MYT1 4661
ENSG00000131398 2605.13740 10.4792493 0.7015477 0.0000000 0.0000000 KCNC3 3748
ENSG00000173210 2577.11364 -1.1171538 0.0816398 0.0000000 0.0000000 ABLIM3 22885
ENSG00000258405 206.58850 -7.5227835 0.5731575 0.0000000 0.0000000 ZNF578 147660
ENSG00000105472 257.59671 3.5168490 0.2777837 0.0000000 0.0000000 CLEC11A 6320
ENSG00000070601 879.33016 -2.3918657 0.1932502 0.0000000 0.0000000 FRMPD1 22844
ENSG00000119508 5160.44268 0.7188476 0.0585755 0.0000000 0.0000000 NR4A3 8013
ENSG00000197747 679.86299 -2.4575725 0.2079649 0.0000000 0.0000000 S100A10 6281
ENSG00000147488 2688.22299 -1.1664575 0.0995011 0.0000000 0.0000000 ST18 9705
ENSG00000092820 2300.40575 -1.2016834 0.1029906 0.0000000 0.0000000 EZR 7430
ENSG00000196358 3373.76738 -0.9274917 0.0794738 0.0000000 0.0000000 NTNG2 84628
ENSG00000155760 697.54186 -1.4868429 0.1296203 0.0000000 0.0000000 FZD7 8324
ENSG00000233670 785.26438 -2.0444205 0.1787749 0.0000000 0.0000000 PIRT 644139
ENSG00000178860 2152.18145 -1.0341713 0.0907990 0.0000000 0.0000000 MSC 9242
ENSG00000175928 16103.06111 0.4488789 0.0393976 0.0000000 0.0000000 LRRN1 57633
ENSG00000039560 33401.02576 -0.4287488 0.0376653 0.0000000 0.0000000 RAI14 26064
ENSG00000188869 147.95796 -3.6475927 0.3251800 0.0000000 0.0000000 TMC3 342125
ENSG00000112246 658.90334 -1.8273880 0.1645476 0.0000000 0.0000000 SIM1 6492
ENSG00000124126 4449.93454 -0.5985708 0.0536743 0.0000000 0.0000000 PREX1 57580
ENSG00000161671 7244.31939 0.9696668 0.0876761 0.0000000 0.0000000 EMC10 284361
ENSG00000119630 296.89342 -2.6419659 0.2440241 0.0000000 0.0000000 PGF 5228
ENSG00000099994 1864.92568 -1.4954881 0.1383097 0.0000000 0.0000000 SUSD2 56241
ENSG00000196090 5535.63684 0.8426056 0.0785717 0.0000000 0.0000000 PTPRT 11122
ENSG00000152128 2908.69535 1.2673473 0.1192899 0.0000000 0.0000000 TMEM163 81615
ENSG00000128805 554.78975 -1.7413038 0.1641666 0.0000000 0.0000000 ARHGAP22 58504
ENSG00000157168 6545.52879 -0.6475819 0.0616863 0.0000000 0.0000000 NRG1 3084
ENSG00000169554 2979.18414 -0.9822542 0.0947578 0.0000000 0.0000000 ZEB2 9839
ENSG00000259663 790.60317 -1.4173287 0.1375451 0.0000000 0.0000000 ISL1-DT 642366
ENSG00000250467 191.60738 -2.6058022 0.2540922 0.0000000 0.0000000 PHOX2B-AS1 105374425
ENSG00000126778 1227.58162 -1.4155428 0.1383202 0.0000000 0.0000000 SIX1 6495
ENSG00000159556 230.29247 -2.0832350 0.2048166 0.0000000 0.0000000 ISL2 64843
ENSG00000080854 13167.38621 -0.4068558 0.0401735 0.0000000 0.0000000 IGSF9B 22997
ENSG00000120885 4133.83675 -1.1880346 0.1182454 0.0000000 0.0000000 CLU 1191
ENSG00000155307 313.75674 -2.8572537 0.2865666 0.0000000 0.0000000 SAMSN1 64092
ENSG00000204131 961.62195 -1.6749226 0.1708741 0.0000000 0.0000000 NHSL2 340527
ENSG00000119689 7819.05184 -0.4846542 0.0496939 0.0000000 0.0000000 DLST 1743
ENSG00000135406 3814.78127 -2.1719309 0.2246212 0.0000000 0.0000000 PRPH 5630
ENSG00000187688 460.74739 -1.7661530 0.1839657 0.0000000 0.0000000 TRPV2 51393
ENSG00000167981 708.43818 -1.1275973 0.1178215 0.0000000 0.0000000 ZNF597 146434
ENSG00000184058 360.48188 2.0136688 0.2117734 0.0000000 0.0000000 TBX1 6899
ENSG00000144057 7088.00293 0.6210838 0.0649617 0.0000000 0.0000000 ST6GAL2 84620
ENSG00000162636 3813.98332 -0.7370862 0.0775770 0.0000000 0.0000000 EEIG2 284611
ENSG00000164318 965.66657 -3.0031215 0.3184424 0.0000000 0.0000000 EGFLAM 133584
ENSG00000250337 2943.40408 -0.7112097 0.0751486 0.0000000 0.0000000 PURPL 643401
ENSG00000175426 8626.15213 -0.8765471 0.0936984 0.0000000 0.0000000 PCSK1 5122
ENSG00000041982 179.22167 -2.7468817 0.2954593 0.0000000 0.0000000 TNC 3371
ENSG00000254245 1073.36972 -1.1189880 0.1205436 0.0000000 0.0000000 PCDHGA3 56112
ENSG00000115297 112.90510 -3.8894641 0.4189235 0.0000000 0.0000000 TLX2 3196
ENSG00000165731 12471.12500 -0.6434258 0.0699166 0.0000000 0.0000000 RET 5979
ENSG00000198039 115.75745 6.0666971 0.6421364 0.0000000 0.0000000 ZNF273 10793
ENSG00000185742 917.94271 -1.4191476 0.1580796 0.0000000 0.0000000 C11orf87 399947
ENSG00000184497 169.55887 -2.7700799 0.3097889 0.0000000 0.0000000 TMEM255B 348013
ENSG00000186635 905.21648 -0.9859167 0.1104211 0.0000000 0.0000000 ARAP1 116985
ENSG00000113430 393.45819 2.7187459 0.3048052 0.0000000 0.0000000 IRX4 50805
ENSG00000173706 1372.26802 -1.1172784 0.1255179 0.0000000 0.0000000 HEG1 57493
ENSG00000196781 8078.28530 -0.4265059 0.0477687 0.0000000 0.0000000 TLE1 7088
ENSG00000132718 34208.85125 -0.2833550 0.0314278 0.0000000 0.0000000 SYT11 23208
ENSG00000135472 4991.85432 -0.4744607 0.0533889 0.0000000 0.0000000 FAIM2 23017
ENSG00000171502 177.56910 -2.6634263 0.3061450 0.0000000 0.0000000 COL24A1 255631
ENSG00000076344 1220.89130 -1.0353808 0.1189656 0.0000000 0.0000000 RGS11 8786
ENSG00000185352 2394.41920 -0.8726641 0.1014291 0.0000000 0.0000000 HS6ST3 266722
ENSG00000078725 15348.26411 0.7070159 0.0821313 0.0000000 0.0000000 BRINP1 1620
ENSG00000144481 789.02180 -0.9262330 0.1085693 0.0000000 0.0000000 TRPM8 79054
ENSG00000120875 17185.72124 0.3571883 0.0414417 0.0000000 0.0000000 DUSP4 1846
ENSG00000203685 3587.43364 -1.5794015 0.1868417 0.0000000 0.0000000 STUM 375057
ENSG00000132386 107.47441 -3.4234420 0.4061887 0.0000000 0.0000000 SERPINF1 5176
ENSG00000013364 534.75097 -1.5735904 0.1885205 0.0000000 0.0000000 MVP 9961
ENSG00000166888 521.43695 -1.5989801 0.1914929 0.0000000 0.0000000 STAT6 6778
ENSG00000006071 813.99912 -0.9906244 0.1200534 0.0000000 0.0000000 ABCC8 6833
ENSG00000165973 1314.29603 0.8355416 0.1016263 0.0000000 0.0000000 NELL1 4745
ENSG00000170577 258.29232 -2.4684743 0.3010974 0.0000000 0.0000000 SIX2 10736
ENSG00000075891 1764.47292 1.1313256 0.1376750 0.0000000 0.0000000 PAX2 5076
ENSG00000101294 5826.10280 0.4434056 0.0536955 0.0000000 0.0000000 HM13 81502
ENSG00000147408 3765.06835 0.4721622 0.0579839 0.0000000 0.0000000 CSGALNACT1 55790
ENSG00000173821 998.53342 -1.0393289 0.1291603 0.0000000 0.0000000 RNF213 57674
ENSG00000127990 2309.67407 -0.5741301 0.0718952 0.0000000 0.0000000 SGCE 8910
ENSG00000103449 5008.05235 -0.5575025 0.0708642 0.0000000 0.0000000 SALL1 6299
ENSG00000185518 11715.41760 -0.4508925 0.0572433 0.0000000 0.0000000 SV2B 9899
ENSG00000108231 798.90978 -0.9061607 0.1169804 0.0000000 0.0000000 LGI1 9211
ENSG00000163430 1341.56797 -1.0676117 0.1379260 0.0000000 0.0000000 FSTL1 11167
ENSG00000198865 320.95642 7.4132638 0.9197572 0.0000000 0.0000000 CCDC152 100129792
ENSG00000176485 2461.10307 -0.8705211 0.1136613 0.0000000 0.0000000 PLAAT3 11145
ENSG00000132437 552.56905 -1.4320621 0.1875514 0.0000000 0.0000000 DDC 1644
ENSG00000146555 6805.21499 -0.4601022 0.0600189 0.0000000 0.0000000 SDK1 221935
ENSG00000125746 4460.06259 -0.7738189 0.1016906 0.0000000 0.0000000 EML2 24139
ENSG00000145675 7348.29279 -0.4696173 0.0613050 0.0000000 0.0000000 PIK3R1 5295
ENSG00000174485 2650.75369 0.5447870 0.0715651 0.0000000 0.0000000 DENND4A 10260
ENSG00000184261 636.59992 -1.2346509 0.1640523 0.0000000 0.0000000 KCNK12 56660
ENSG00000166676 890.40084 -0.8207188 0.1088334 0.0000000 0.0000000 TVP23A 780776
ENSG00000152495 6913.43890 -0.4270115 0.0561491 0.0000000 0.0000000 CAMK4 814
ENSG00000172403 264.52620 -1.7037439 0.2274337 0.0000000 0.0000000 SYNPO2 171024
ENSG00000165462 244.41499 -2.7654853 0.3702917 0.0000000 0.0000000 PHOX2A 401
ENSG00000198785 8843.25100 0.6975963 0.0921325 0.0000000 0.0000000 GRIN3A 116443
ENSG00000105810 834.60811 -1.5530357 0.2082934 0.0000000 0.0000000 CDK6 1021
ENSG00000118257 4757.49922 -0.6075585 0.0810111 0.0000000 0.0000000 NRP2 8828
ENSG00000166482 263.10918 -2.1437721 0.2893660 0.0000000 0.0000000 MFAP4 4239
ENSG00000144550 2312.91463 -0.7270712 0.0978209 0.0000000 0.0000000 CPNE9 151835
ENSG00000187122 8882.25306 0.6995510 0.0936807 0.0000000 0.0000000 SLIT1 6585
ENSG00000122359 161.57455 -1.9003497 0.2567089 0.0000000 0.0000000 ANXA11 311
ENSG00000171444 737.76864 -1.4583001 0.1978637 0.0000000 0.0000000 MCC 4163
ENSG00000166573 716.77363 -1.0465549 0.1419071 0.0000000 0.0000000 GALR1 2587
ENSG00000113296 711.37912 -1.1148397 0.1516036 0.0000000 0.0000000 THBS4 7060
ENSG00000157110 590.83773 -0.9889032 0.1342869 0.0000000 0.0000000 RBPMS 11030
ENSG00000126822 627.25382 1.0406799 0.1414400 0.0000000 0.0000000 PLEKHG3 26030
ENSG00000121871 2355.10647 0.5658185 0.0765022 0.0000000 0.0000000 SLITRK3 22865
ENSG00000102024 612.32121 -1.8335656 0.2504018 0.0000000 0.0000000 PLS3 5358
ENSG00000112541 2744.71063 0.7821549 0.1065751 0.0000000 0.0000000 PDE10A 10846
ENSG00000112541 2744.71063 0.7821549 0.1065751 0.0000000 0.0000000 PDE10A 90632
ENSG00000113580 1325.46392 -0.9806204 0.1340420 0.0000000 0.0000000 NR3C1 2908
ENSG00000166250 3763.31932 0.8093340 0.1107061 0.0000000 0.0000000 CLMP 79827
ENSG00000182718 2700.52754 -2.2565008 0.3104353 0.0000000 0.0000000 ANXA2 302
ENSG00000213626 17669.06183 0.5957527 0.0806186 0.0000000 0.0000000 LBH 81606
ENSG00000148948 5907.88204 0.4098765 0.0556057 0.0000000 0.0000000 LRRC4C 57689
ENSG00000064763 339.84189 -2.1475856 0.2967638 0.0000000 0.0000000 FAR2 55711
ENSG00000146648 496.67174 -1.6169699 0.2238711 0.0000000 0.0000000 EGFR 1956
ENSG00000152818 3145.51552 -0.6946606 0.0960370 0.0000000 0.0000000 UTRN 7402
ENSG00000144681 199.44516 -1.5767620 0.2194492 0.0000000 0.0000000 STAC 6769
ENSG00000183778 668.63281 -1.1869263 0.1656911 0.0000000 0.0000000 B3GALT5 10317
ENSG00000168672 140.88079 -2.0139991 0.2813095 0.0000000 0.0000000 LRATD2 157638
ENSG00000011332 3398.64179 0.4641188 0.0641293 0.0000000 0.0000000 DPF1 8193
ENSG00000115828 461.58847 -1.1829571 0.1660765 0.0000000 0.0000000 QPCT 25797
ENSG00000157570 7614.33228 -0.3881264 0.0539311 0.0000000 0.0000000 TSPAN18 90139
ENSG00000106948 599.32681 -0.9285609 0.1311113 0.0000000 0.0000000 AKNA 80709
ENSG00000251209 98.95574 -2.6853126 0.3806491 0.0000000 0.0000000 LINC00923 91948
ENSG00000251209 98.95574 -2.6853126 0.3806491 0.0000000 0.0000000 LINC00923 101927286
ENSG00000251209 98.95574 -2.6853126 0.3806491 0.0000000 0.0000000 LINC00923 101927310
ENSG00000181418 214.68726 -1.7642958 0.2516613 0.0000000 0.0000000 DDN 23109
ENSG00000044115 4539.65246 -1.2289702 0.1753286 0.0000000 0.0000000 CTNNA1 1495
ENSG00000106772 2249.74542 -0.5090394 0.0722708 0.0000000 0.0000000 PRUNE2 158471
ENSG00000196562 41022.83048 0.2356424 0.0328108 0.0000000 0.0000000 SULF2 55959
ENSG00000183779 1085.37904 -0.6816101 0.0976434 0.0000000 0.0000000 ZNF703 80139
ENSG00000158089 626.83778 -1.2126549 0.1748323 0.0000000 0.0000000 GALNT14 79623
ENSG00000149782 1486.35600 -0.7093713 0.1018100 0.0000000 0.0000000 PLCB3 5331
ENSG00000042832 117.33877 -2.5109311 0.3637485 0.0000000 0.0000000 TG 7038
ENSG00000204262 555.92144 -1.0751891 0.1559977 0.0000000 0.0000000 COL5A2 1290
ENSG00000168779 179.76023 -1.7446677 0.2536501 0.0000000 0.0000000 SHOX2 6474
ENSG00000189221 335.58562 -1.4010615 0.2045715 0.0000000 0.0000000 MAOA 4128
ENSG00000197008 276.71768 9.6963197 1.2815753 0.0000000 0.0000000 ZNF138 7697
ENSG00000132793 484.51398 -1.3332853 0.1946913 0.0000000 0.0000000 LPIN3 64900
ENSG00000158715 337.01029 -1.3355644 0.1955123 0.0000000 0.0000000 SLC45A3 85414
ENSG00000170017 16564.86652 -0.4308184 0.0622939 0.0000000 0.0000000 ALCAM 214
ENSG00000134533 419.51795 -1.6529240 0.2427128 0.0000000 0.0000000 RERG 85004
ENSG00000164604 2550.86708 0.6086896 0.0885139 0.0000000 0.0000000 GPR85 54329
ENSG00000163629 2347.85750 -0.5990215 0.0874229 0.0000000 0.0000000 PTPN13 5783
ENSG00000067057 4397.93473 -0.5272152 0.0770237 0.0000000 0.0000000 PFKP 5214
ENSG00000162627 416.39267 -1.1546407 0.1701292 0.0000000 0.0000000 SNX7 51375
ENSG00000176887 6952.28091 3.3789420 0.5000270 0.0000000 0.0000000 SOX11 6664
ENSG00000120907 1043.10904 0.9073753 0.1338877 0.0000000 0.0000000 ADRA1A 148
ENSG00000118971 5737.01549 -0.5980654 0.0879099 0.0000000 0.0000000 CCND2 894
ENSG00000102699 789.62534 -1.1337850 0.1679108 0.0000000 0.0000000 PARP4 143
ENSG00000116833 598.45411 -1.3256371 0.1966168 0.0000000 0.0000000 NR5A2 2494
ENSG00000188803 10414.34438 -0.5080832 0.0747577 0.0000000 0.0000000 SHISA6 388336
ENSG00000112852 4271.45396 0.4960030 0.0726174 0.0000000 0.0000000 PCDHB2 56133
ENSG00000244405 2193.16082 -0.5465984 0.0809309 0.0000000 0.0000000 ETV5 2119
ENSG00000231925 2497.72469 -0.6451273 0.0958978 0.0000000 0.0000000 TAPBP 6892
ENSG00000122012 656.57377 -1.3737428 0.2060171 0.0000000 0.0000000 SV2C 22987
ENSG00000117632 79808.04682 0.2448026 0.0355053 0.0000000 0.0000000 STMN1 3925
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ENSG00000122550 9938.37281 0.2685354 0.0516745 0.0000000 0.0000015 KLHL7 55975
ENSG00000101160 178.06436 -1.3885112 0.2836860 0.0000000 0.0000015 CTSZ 1522
ENSG00000163873 3111.70872 0.4766696 0.0951669 0.0000000 0.0000016 GRIK3 2899
ENSG00000152402 1479.69374 -0.6751488 0.1366845 0.0000000 0.0000016 GUCY1A2 2977
ENSG00000119862 7793.73765 0.2861078 0.0555327 0.0000000 0.0000016 LGALSL 29094
ENSG00000173917 125.58718 -1.3788149 0.2825509 0.0000000 0.0000016 HOXB2 3212
ENSG00000160691 6713.76246 -0.3359825 0.0660462 0.0000001 0.0000016 SHC1 6464
ENSG00000101958 4569.37458 0.4058707 0.0804894 0.0000001 0.0000016 GLRA2 2742
ENSG00000143013 6813.13879 0.3933489 0.0778925 0.0000001 0.0000017 LMO4 8543
ENSG00000137266 8231.46039 -0.3731480 0.0739094 0.0000001 0.0000017 SLC22A23 63027
ENSG00000111249 4505.89634 0.3948652 0.0784926 0.0000001 0.0000018 CUX2 23316
ENSG00000126950 4860.30623 0.5512747 0.1115501 0.0000001 0.0000019 TMEM35A 59353
ENSG00000106536 645.46706 -0.7196556 0.1470846 0.0000001 0.0000019 POU6F2 11281
ENSG00000133083 42818.32761 0.2540391 0.0493233 0.0000001 0.0000019 DCLK1 9201
ENSG00000129038 3004.76639 -0.4605592 0.0927736 0.0000001 0.0000019 LOXL1 4016
ENSG00000178445 1320.33178 -0.5447173 0.1104671 0.0000001 0.0000020 GLDC 2731
ENSG00000183248 7491.07661 0.3925191 0.0783520 0.0000001 0.0000020 PRR36 80164
ENSG00000168243 6100.33333 0.4997790 0.1011573 0.0000001 0.0000020 GNG4 2786
ENSG00000130158 562.05518 -0.7754809 0.1596002 0.0000001 0.0000021 DOCK6 57572
ENSG00000154783 1039.17233 -0.8209087 0.1692149 0.0000001 0.0000021 FGD5 152273
ENSG00000213699 3243.56935 -0.3231797 0.0640555 0.0000001 0.0000022 SLC35F6 54978
ENSG00000134775 3817.29029 0.4409404 0.0889408 0.0000001 0.0000022 FHOD3 80206
ENSG00000187260 1002.07147 0.8385168 0.1731029 0.0000001 0.0000022 WDR86 349136
ENSG00000065618 118.76808 -1.9962414 0.4155975 0.0000001 0.0000022 COL17A1 1308
ENSG00000116183 927.51989 -1.0219033 0.2119511 0.0000001 0.0000022 PAPPA2 60676
ENSG00000112419 1431.85203 -0.5050120 0.1027331 0.0000001 0.0000022 PHACTR2 9749
ENSG00000197093 836.49818 0.9808951 0.2036168 0.0000001 0.0000023 GAL3ST4 79690
ENSG00000099822 3144.88473 -0.4187560 0.0846444 0.0000001 0.0000023 HCN2 610
ENSG00000139372 3198.36207 0.3423509 0.0682766 0.0000001 0.0000023 TDG 6996
ENSG00000134594 1583.90957 0.4383404 0.0887540 0.0000001 0.0000024 RAB33A 9363
ENSG00000079691 644.55934 -0.6160709 0.1269333 0.0000001 0.0000025 CARMIL1 55604
ENSG00000158195 2721.93229 -0.3295523 0.0659436 0.0000001 0.0000026 WASF2 10163
ENSG00000109132 2886.10393 -2.3717588 0.5029218 0.0000001 0.0000030 PHOX2B 8929
ENSG00000138944 5313.11856 0.5233453 0.1077707 0.0000001 0.0000030 SHISAL1 85352
ENSG00000183166 1947.75745 0.4127868 0.0841927 0.0000001 0.0000030 CALN1 83698
ENSG00000133124 173.58892 1.9627018 0.4155609 0.0000001 0.0000030 IRS4 8471
ENSG00000109861 301.55942 -0.8483873 0.1780296 0.0000001 0.0000031 CTSC 1075
ENSG00000173267 31490.00597 -0.2771658 0.0553180 0.0000001 0.0000032 SNCG 6623
ENSG00000130589 1219.37399 -0.6506220 0.1358714 0.0000001 0.0000032 HELZ2 85441
ENSG00000003402 5396.88169 -0.3010536 0.0604675 0.0000001 0.0000033 CFLAR 8837
ENSG00000265485 439.82802 0.9153057 0.1930245 0.0000001 0.0000033 LINC01915 729950
ENSG00000180318 180.67591 -1.2613099 0.2683171 0.0000001 0.0000036 ALX1 8092
ENSG00000164099 6392.47019 -0.4178551 0.0861213 0.0000001 0.0000036 PRSS12 8492
ENSG00000165655 631.30617 -0.9051220 0.1917210 0.0000001 0.0000036 ZNF503 84858
ENSG00000095397 1321.93337 -0.7985407 0.1687846 0.0000001 0.0000036 WHRN 25861
ENSG00000105339 803.85517 -0.8483572 0.1801668 0.0000001 0.0000038 DENND3 22898
ENSG00000225953 554.76220 -0.8394970 0.1784162 0.0000001 0.0000040 SATB2-AS1 150538
ENSG00000129675 510.11548 -0.8620966 0.1832284 0.0000001 0.0000040 ARHGEF6 9459
ENSG00000171551 201.82661 1.2673628 0.2714560 0.0000001 0.0000042 ECEL1 9427
ENSG00000160932 1942.36440 -0.3732604 0.0768482 0.0000001 0.0000042 LY6E 4061
ENSG00000105928 3255.45882 0.3693298 0.0760155 0.0000001 0.0000043 GSDME 1687
ENSG00000151834 1011.85723 0.8792071 0.1878629 0.0000002 0.0000045 GABRA2 2555
ENSG00000138639 137.94238 -1.6775201 0.3613772 0.0000002 0.0000045 ARHGAP24 83478
ENSG00000214575 624.32804 -0.9354874 0.2004241 0.0000002 0.0000045 CPEB1 64506
ENSG00000198795 3594.44406 0.4171279 0.0866274 0.0000002 0.0000046 ZNF521 25925
ENSG00000151572 1752.18190 -0.4552488 0.0953629 0.0000002 0.0000046 ANO4 121601
ENSG00000186897 373.21524 1.0004278 0.2146966 0.0000002 0.0000048 C1QL4 338761
ENSG00000144730 5145.08657 0.3045933 0.0622129 0.0000002 0.0000049 IL17RD 54756
ENSG00000150760 993.81725 -0.7658274 0.1635396 0.0000002 0.0000049 DOCK1 1793
ENSG00000091972 18557.27763 0.2025950 0.0407698 0.0000002 0.0000050 CD200 4345
ENSG00000137571 4753.56325 0.8906969 0.1917034 0.0000002 0.0000051 SLCO5A1 81796
ENSG00000169856 6389.88661 -0.2259688 0.0454161 0.0000002 0.0000052 ONECUT1 3175
ENSG00000144712 1140.32829 -0.4990194 0.1054867 0.0000002 0.0000052 CAND2 23066
ENSG00000138448 1723.38771 -0.7090250 0.1521177 0.0000002 0.0000052 ITGAV 3685
ENSG00000065833 1137.85694 -0.5958567 0.1272831 0.0000002 0.0000054 ME1 4199
ENSG00000106780 6304.83618 0.3477908 0.0721092 0.0000002 0.0000055 MEGF9 1955
ENSG00000104059 1688.21270 -0.5911937 0.1266549 0.0000002 0.0000057 ENTREP2 23359
ENSG00000004399 324.29380 -1.2143091 0.2644414 0.0000002 0.0000058 PLXND1 23129
ENSG00000100441 1863.23044 -0.5794243 0.1242965 0.0000002 0.0000058 KHNYN 23351
ENSG00000188452 119.38696 -1.7863538 0.3908090 0.0000002 0.0000059 CERKL 375298
ENSG00000140022 2931.23363 -0.4947599 0.1054224 0.0000002 0.0000060 STON2 85439
ENSG00000104219 4092.50544 -0.2829307 0.0582350 0.0000002 0.0000063 ZDHHC2 51201
ENSG00000148700 4675.34370 -0.4750328 0.1012438 0.0000002 0.0000063 ADD3 120
ENSG00000118946 5558.12184 -0.3319081 0.0691473 0.0000002 0.0000063 PCDH17 27253
ENSG00000196526 25057.41708 -0.1820274 0.0364851 0.0000002 0.0000066 AFAP1 60312
ENSG00000204525 298.60477 -0.9232589 0.2020701 0.0000003 0.0000070 HLA-C 3107
ENSG00000121653 23313.52002 -0.2612906 0.0539286 0.0000003 0.0000071 MAPK8IP1 9479
ENSG00000135144 6805.60980 0.2794492 0.0576102 0.0000003 0.0000071 DTX1 1840
ENSG00000115935 554.46169 -0.7097656 0.1544756 0.0000003 0.0000071 WIPF1 7456
ENSG00000071073 4694.82014 -0.3690468 0.0780350 0.0000003 0.0000074 MGAT4A 11320
ENSG00000135312 1136.43789 -0.4705425 0.1012559 0.0000003 0.0000080 HTR1B 3351
ENSG00000166228 2824.94411 -0.3651303 0.0773947 0.0000003 0.0000080 PCBD1 5092
ENSG00000125967 1961.18417 -0.3702961 0.0784326 0.0000003 0.0000082 NECAB3 63941
ENSG00000179314 3737.50978 -0.4219065 0.0903951 0.0000003 0.0000083 WSCD1 23302
ENSG00000293110 126.36137 1.7102251 0.3804057 0.0000003 0.0000085 NA
ENSG00000077458 2044.91099 0.3521562 0.0745886 0.0000003 0.0000085 FAM76B 143684
ENSG00000136193 59002.68688 -0.1632247 0.0329428 0.0000003 0.0000087 SCRN1 9805
ENSG00000124785 24088.88735 0.1946862 0.0395733 0.0000003 0.0000088 NRN1 51299
ENSG00000136267 1972.64538 -0.6161640 0.1350430 0.0000003 0.0000088 DGKB 1607
ENSG00000198168 8813.86671 -0.3278093 0.0692587 0.0000003 0.0000089 SVIP 258010
ENSG00000164889 2274.48721 -0.3751523 0.0802499 0.0000003 0.0000093 SLC4A2 6522
ENSG00000100167 70924.64068 0.2922599 0.0609187 0.0000003 0.0000093 SEPTIN3 55964
ENSG00000116001 13395.01726 0.1920365 0.0391416 0.0000004 0.0000096 TIA1 7072
ENSG00000165061 236.91667 -0.9732538 0.2168983 0.0000004 0.0000096 ZMAT4 79698
ENSG00000187672 5145.89927 0.2969127 0.0625703 0.0000004 0.0000097 ERC2 26059
ENSG00000034510 71022.14556 0.1696812 0.0342957 0.0000004 0.0000098 TMSB10 9168
ENSG00000113532 2051.78235 0.6257463 0.1380491 0.0000004 0.0000101 ST8SIA4 7903
ENSG00000161544 2911.92523 -0.4578775 0.0996766 0.0000004 0.0000102 CYGB 114757
ENSG00000169504 5506.18561 -0.2732866 0.0575629 0.0000004 0.0000107 CLIC4 25932
ENSG00000163623 106.49198 -1.4816523 0.3345631 0.0000004 0.0000108 NKX6-1 4825
ENSG00000130147 2693.87038 -0.4094962 0.0894601 0.0000004 0.0000110 SH3BP4 23677
ENSG00000112232 2213.82095 0.3330078 0.0712290 0.0000004 0.0000112 KHDRBS2 202559
ENSG00000174460 9335.48824 0.2445889 0.0510755 0.0000004 0.0000113 ZCCHC12 170261
ENSG00000198626 3576.44930 -0.4906861 0.1077868 0.0000004 0.0000114 RYR2 6262
ENSG00000245870 477.92926 -2.2484254 0.5123135 0.0000004 0.0000115 LINC00682 101927074
ENSG00000113140 1813.79481 -2.0299310 0.4617097 0.0000004 0.0000115 SPARC 6678
ENSG00000106829 1999.29263 -0.4424249 0.0969290 0.0000005 0.0000120 TLE4 7091
ENSG00000145819 2256.04064 -0.6621085 0.1480537 0.0000005 0.0000123 ARHGAP26 23092
ENSG00000170419 15344.50674 -0.2597729 0.0549328 0.0000005 0.0000124 VSTM2A 222008
ENSG00000108924 251.54133 -1.3022470 0.2956757 0.0000005 0.0000124 HLF 3131
ENSG00000100997 4460.44626 -0.3642993 0.0790099 0.0000005 0.0000126 ABHD12 26090
ENSG00000172493 2162.21606 -0.3513884 0.0760721 0.0000005 0.0000130 AFF1 4299
ENSG00000131370 5396.10567 0.3720337 0.0809118 0.0000005 0.0000133 SH3BP5 9467
ENSG00000155052 8277.32629 0.3803527 0.0812103 0.0000005 0.0000135 CNTNAP5 129684
ENSG00000118197 748.00444 0.6064279 0.1353944 0.0000005 0.0000135 DDX59 83479
ENSG00000166963 42286.97525 -0.1694540 0.0351544 0.0000005 0.0000138 MAP1A 4130
ENSG00000213420 12771.33542 0.6580267 0.1480721 0.0000005 0.0000141 GPC2 221914
ENSG00000110931 8021.68167 0.2735729 0.0583144 0.0000006 0.0000144 CAMKK2 10645
ENSG00000070961 19562.34762 -0.2742865 0.0585231 0.0000006 0.0000144 ATP2B1 490
ENSG00000116584 5083.07666 0.3380593 0.0733491 0.0000006 0.0000145 ARHGEF2 9181
ENSG00000182054 5540.63451 0.2620596 0.0558787 0.0000006 0.0000149 IDH2 3418
ENSG00000182568 20198.17743 0.3049045 0.0654630 0.0000006 0.0000149 SATB1 6304
ENSG00000154864 6027.52863 0.3270965 0.0711174 0.0000006 0.0000152 PIEZO2 63895
ENSG00000101439 2968.03627 -0.5274282 0.1184377 0.0000006 0.0000160 CST3 1471
ENSG00000149575 1935.54083 -0.3486834 0.0762532 0.0000006 0.0000160 SCN2B 6327
ENSG00000184697 545.45625 -0.6924295 0.1574698 0.0000007 0.0000164 CLDN6 9074
ENSG00000228835 418.73157 0.9782761 0.2245553 0.0000007 0.0000168 NA
ENSG00000138640 3922.21147 -0.4573852 0.1030095 0.0000007 0.0000171 FAM13A 10144
ENSG00000166770 1458.90488 -0.4726408 0.1060830 0.0000007 0.0000172 ZNF667-AS1 100128252
ENSG00000163171 9411.43521 -0.2206659 0.0467710 0.0000007 0.0000172 CDC42EP3 10602
ENSG00000168824 34559.54215 0.3095656 0.0674773 0.0000007 0.0000174 NSG1 27065
ENSG00000135540 2580.83082 -0.3449799 0.0757728 0.0000007 0.0000175 NHSL1 57224
ENSG00000005249 26668.32148 0.1741355 0.0362746 0.0000007 0.0000175 PRKAR2B 5577
ENSG00000197705 3389.41413 1.1152392 0.2575096 0.0000007 0.0000175 KLHL14 57565
ENSG00000197702 246.80707 -0.8965454 0.2065661 0.0000007 0.0000179 PARVA 55742
ENSG00000103145 4548.96228 -0.2821338 0.0606765 0.0000007 0.0000179 HCFC1R1 54985
ENSG00000100473 2335.32636 0.4940498 0.1112428 0.0000007 0.0000180 COCH 1690
ENSG00000204767 204.52132 0.9278612 0.2141541 0.0000008 0.0000187 INSYN2B 100131897
ENSG00000043355 9854.59814 -0.3991316 0.0888465 0.0000008 0.0000187 ZIC2 7546
ENSG00000260192 260.14815 -1.0468623 0.2430403 0.0000008 0.0000188 LINC02240 101927460
ENSG00000196104 1807.85005 -1.2025977 0.2799849 0.0000008 0.0000191 SPOCK3 50859
ENSG00000084093 109.84246 -1.3832325 0.3223154 0.0000008 0.0000191 REST 5978
ENSG00000196110 577.47369 0.8193738 0.1890972 0.0000008 0.0000196 ZNF699 374879
ENSG00000065413 3978.04439 0.3047379 0.0667087 0.0000008 0.0000200 ANKRD44 91526
ENSG00000151917 1014.56374 -0.5419360 0.1237095 0.0000008 0.0000206 BEND6 221336
ENSG00000198046 717.15432 -0.5274273 0.1202561 0.0000009 0.0000208 ZNF667 63934
ENSG00000035403 4294.79595 -0.2789403 0.0608397 0.0000009 0.0000210 VCL 7414
ENSG00000156103 9143.75690 0.3790747 0.0848090 0.0000009 0.0000217 MMP16 4325
ENSG00000139269 274.06512 -1.3559735 0.3185643 0.0000009 0.0000218 INHBE 83729
ENSG00000100346 2216.73567 0.3872944 0.0870849 0.0000009 0.0000221 CACNA1I 8911
ENSG00000068976 390.35784 -1.0202977 0.2392353 0.0000009 0.0000227 PYGM 5837
ENSG00000135083 2789.72253 -0.5680004 0.1307986 0.0000010 0.0000232 CCNJL 79616
ENSG00000143641 8845.06931 -0.2282270 0.0492120 0.0000010 0.0000233 GALNT2 2590
ENSG00000047849 31514.78310 -0.1621827 0.0341809 0.0000010 0.0000233 MAP4 4134
ENSG00000020129 18102.05547 -0.2133525 0.0458210 0.0000010 0.0000234 NCDN 23154
ENSG00000081665 2713.74242 0.2926599 0.0645003 0.0000010 0.0000243 ZNF506 440515
ENSG00000126709 134.14107 -1.2871490 0.3035316 0.0000010 0.0000244 IFI6 2537
ENSG00000177182 1949.20645 0.3840305 0.0875499 0.0000010 0.0000249 CLVS1 157807
ENSG00000184185 1169.40561 -0.4279046 0.0973924 0.0000011 0.0000250 KCNJ12 3768
ENSG00000215808 1087.85888 -0.5209040 0.1203173 0.0000011 0.0000251 LINC01139 339535
ENSG00000080845 15938.53081 0.2369595 0.0515676 0.0000011 0.0000251 DLGAP4 22839
ENSG00000148200 5849.26748 -0.3697316 0.0837384 0.0000011 0.0000260 NR6A1 2649
ENSG00000167658 121320.13510 -0.1527084 0.0323524 0.0000011 0.0000262 EEF2 1938
ENSG00000198673 2625.01370 1.0484494 0.2480027 0.0000011 0.0000267 TAFA2 338811
ENSG00000091428 3111.05091 -0.3474768 0.0781841 0.0000011 0.0000269 RAPGEF4 11069
ENSG00000158321 8229.00476 -0.2889497 0.0640544 0.0000011 0.0000269 AUTS2 26053
ENSG00000104313 3874.56327 -1.7163157 0.4096203 0.0000012 0.0000270 EYA1 2138
ENSG00000173698 203.72005 -1.7392862 0.4155289 0.0000012 0.0000275 ADGRG2 10149
ENSG00000120049 3993.53407 -0.4913058 0.1133438 0.0000012 0.0000276 KCNIP2 30819
ENSG00000133069 8727.33879 -0.2638334 0.0581623 0.0000012 0.0000280 TMCC2 9911
ENSG00000165810 1398.03987 0.6160681 0.1442310 0.0000012 0.0000287 BTNL9 153579
ENSG00000146426 880.24862 -0.7108635 0.1679749 0.0000013 0.0000298 TIAM2 26230
ENSG00000107742 14244.13361 -0.3918352 0.0897883 0.0000013 0.0000298 SPOCK2 9806
ENSG00000142149 676.86957 0.9475378 0.2252786 0.0000013 0.0000298 HUNK 30811
ENSG00000141052 96.55492 -2.1096972 0.5069088 0.0000013 0.0000298 MYOCD 93649
ENSG00000088387 1384.93961 -0.4278589 0.0984370 0.0000013 0.0000302 DOCK9 23348
ENSG00000184216 6010.79266 -0.3461466 0.0783184 0.0000013 0.0000303 IRAK1 3654
ENSG00000134352 4325.47996 -0.3868916 0.0883929 0.0000013 0.0000304 IL6ST 3572
ENSG00000112186 4119.13604 -0.4189227 0.0963059 0.0000013 0.0000304 CAP2 10486
ENSG00000134207 12093.00241 0.3676153 0.0839795 0.0000014 0.0000310 SYT6 148281
ENSG00000135424 2926.72473 -0.3640241 0.0829817 0.0000014 0.0000314 ITGA7 3679
ENSG00000114439 5975.64452 -0.2924672 0.0654628 0.0000014 0.0000315 BBX 56987
ENSG00000127124 5376.91709 -0.2223184 0.0486594 0.0000014 0.0000317 HIVEP3 59269
ENSG00000149571 4038.59597 -0.3535824 0.0805352 0.0000014 0.0000322 KIRREL3 84623
ENSG00000215397 4111.00890 0.3789476 0.0868183 0.0000015 0.0000332 SCRT2 85508
ENSG00000131016 16903.71695 -0.2172742 0.0476018 0.0000015 0.0000336 AKAP12 9590
ENSG00000110492 856.27558 -0.6955491 0.1652407 0.0000015 0.0000336 MDK 4192
ENSG00000179195 18693.24333 0.2134917 0.0470510 0.0000015 0.0000347 ZNF664 144348
ENSG00000185477 24387.05478 -0.1909314 0.0415926 0.0000016 0.0000354 GPRIN3 285513
ENSG00000130287 26021.67009 0.2790830 0.0626215 0.0000016 0.0000354 NCAN 1463
ENSG00000122390 3470.01073 -0.2972603 0.0671192 0.0000016 0.0000361 NAA60 79903
ENSG00000144406 4755.72932 -0.3919348 0.0905414 0.0000016 0.0000361 UNC80 285175
ENSG00000128512 3037.44011 0.3711416 0.0852827 0.0000016 0.0000361 DOCK4 9732
ENSG00000118518 5627.92428 0.2176750 0.0481654 0.0000016 0.0000365 RNF146 81847
ENSG00000071127 9160.75329 -0.2327811 0.0515665 0.0000017 0.0000367 WDR1 9948
ENSG00000177551 27396.97232 0.1616535 0.0348567 0.0000017 0.0000371 NHLH2 4808
ENSG00000113100 793.66997 -0.5637862 0.1335880 0.0000017 0.0000372 CDH9 1007
ENSG00000087085 10379.34148 -0.2209193 0.0488133 0.0000017 0.0000373 ACHE 43
ENSG00000197302 5926.59166 0.2425937 0.0539148 0.0000017 0.0000378 KRBOX5 124411
ENSG00000186487 18962.62163 0.2636905 0.0594067 0.0000017 0.0000383 MYT1L 23040
ENSG00000100433 473.68156 0.9409712 0.2273420 0.0000017 0.0000383 KCNK10 54207
ENSG00000215845 715.63152 -0.5775227 0.1374701 0.0000018 0.0000386 TSTD1 100131187
ENSG00000205730 283.01622 -0.9562721 0.2318063 0.0000018 0.0000386 ITPRIPL2 162073
ENSG00000143324 111151.22280 0.2192056 0.0484412 0.0000018 0.0000387 XPR1 9213
ENSG00000013619 309.47534 -0.9212855 0.2233791 0.0000018 0.0000390 MAMLD1 10046
ENSG00000102317 4525.03374 0.2400931 0.0543764 0.0000018 0.0000390 RBM3 5935
ENSG00000250829 143.67689 1.2999946 0.3173639 0.0000018 0.0000392 NA
ENSG00000170962 4926.10517 -0.4697686 0.1106768 0.0000018 0.0000394 PDGFD 80310
ENSG00000184305 2168.02022 0.3972570 0.0923634 0.0000018 0.0000394 CCSER1 401145
ENSG00000026025 5572.86236 -0.8685014 0.2108816 0.0000019 0.0000415 VIM 7431
ENSG00000155858 6641.61841 0.3013730 0.0685462 0.0000019 0.0000416 LSM11 134353
ENSG00000198948 1071.65099 -0.5124433 0.1217031 0.0000020 0.0000423 MFAP3L 9848
ENSG00000198948 1071.65099 -0.5124433 0.1217031 0.0000020 0.0000423 MFAP3L 101928198
ENSG00000198846 332.75601 0.9805324 0.2393563 0.0000021 0.0000444 TOX 9760
ENSG00000107679 8312.37304 0.2705523 0.0613575 0.0000021 0.0000445 PLEKHA1 59338
ENSG00000136160 310.09033 -1.2887185 0.3181449 0.0000022 0.0000475 EDNRB 1910
ENSG00000215218 22126.22353 0.5280499 0.1282777 0.0000023 0.0000492 UBE2QL1 134111
ENSG00000243232 2152.57308 -0.3805217 0.0894956 0.0000024 0.0000505 PCDHAC2 56134
ENSG00000184381 1421.17471 -0.3719783 0.0873623 0.0000024 0.0000508 PLA2G6 8398
ENSG00000103335 1354.52706 -1.1171734 0.2767883 0.0000024 0.0000510 PIEZO1 9780
ENSG00000182534 17754.41839 -0.1954230 0.0432579 0.0000024 0.0000510 MXRA7 439921
ENSG00000170004 28359.02022 0.2251166 0.0515616 0.0000024 0.0000510 CHD3 1107
ENSG00000148175 177.69630 -0.9564647 0.2363555 0.0000025 0.0000530 STOM 2040
ENSG00000166710 293.91333 -0.9831317 0.2435116 0.0000026 0.0000547 B2M 567
ENSG00000168675 2814.69893 0.3675136 0.0864230 0.0000026 0.0000549 LDLRAD4 753
ENSG00000198585 6247.93763 -0.2040533 0.0457442 0.0000026 0.0000560 NUDT16 131870
ENSG00000133943 1916.91507 -0.3685246 0.0872415 0.0000028 0.0000593 DGLUCY 80017
ENSG00000078269 382.32585 -1.0757089 0.2686022 0.0000028 0.0000595 SYNJ2 8871
ENSG00000137343 13870.34546 0.2417394 0.0551463 0.0000029 0.0000603 ATAT1 79969
ENSG00000159899 2967.70472 -0.2984126 0.0694922 0.0000029 0.0000607 NPR2 4882
ENSG00000183943 4483.69274 0.3586236 0.0846079 0.0000029 0.0000609 PRKX 5613
ENSG00000185559 111.07841 -1.6153674 0.4057843 0.0000029 0.0000612 DLK1 8788
ENSG00000082458 6684.81759 0.2710994 0.0627133 0.0000029 0.0000614 DLG3 1741
ENSG00000177119 2835.00643 -0.4308882 0.1034937 0.0000030 0.0000622 ANO6 196527
ENSG00000082014 7943.49590 0.1881793 0.0422375 0.0000030 0.0000622 SMARCD3 6604
ENSG00000154127 4155.43023 -0.2897685 0.0673643 0.0000030 0.0000623 UBASH3B 84959
ENSG00000197746 52465.67043 -0.1535514 0.0339850 0.0000030 0.0000629 PSAP 5660
ENSG00000233508 245.80092 0.8121324 0.2019379 0.0000031 0.0000635 PTPRT-DT 121853075
ENSG00000152284 384.21635 -1.2427123 0.3131952 0.0000031 0.0000643 TCF7L1 83439
ENSG00000172915 27745.84101 0.1702616 0.0378715 0.0000031 0.0000643 NBEA 26960
ENSG00000168246 8160.16705 0.2047942 0.0462358 0.0000031 0.0000646 UBTD2 92181
ENSG00000061918 2125.35667 0.3344689 0.0789433 0.0000031 0.0000647 GUCY1B1 2983
ENSG00000256463 847.61092 0.5648277 0.1385546 0.0000031 0.0000648 SALL3 27164
ENSG00000188674 1242.24266 0.3944877 0.0945744 0.0000032 0.0000664 C2orf80 389073
ENSG00000110042 11818.53847 0.3139691 0.0735715 0.0000033 0.0000675 DTX4 23220
ENSG00000070756 36892.29478 -0.1685411 0.0375896 0.0000033 0.0000682 PABPC1 26986
ENSG00000184672 4276.58453 -0.4841747 0.1181423 0.0000034 0.0000691 RALYL 138046
ENSG00000138468 5521.50392 0.2267293 0.0517944 0.0000034 0.0000693 SENP7 57337
ENSG00000147535 742.32061 0.5402533 0.1328160 0.0000034 0.0000697 PLPP5 84513
ENSG00000072422 2114.62961 0.3065134 0.0720551 0.0000034 0.0000699 RHOBTB1 9886
ENSG00000188580 2010.70979 0.5853827 0.1446583 0.0000034 0.0000701 NKAIN2 154215
ENSG00000196159 879.97360 0.4413184 0.1071160 0.0000035 0.0000708 FAT4 79633
ENSG00000187957 32127.61151 0.1618183 0.0360968 0.0000035 0.0000714 DNER 92737
ENSG00000182389 1875.30526 0.3507398 0.0835268 0.0000035 0.0000715 CACNB4 785
ENSG00000083444 2251.48834 -0.3169036 0.0749772 0.0000036 0.0000721 PLOD1 5351
ENSG00000189180 5188.25630 0.2515023 0.0582562 0.0000036 0.0000732 ZNF33A 7581
ENSG00000131435 1512.26390 -0.6401812 0.1597552 0.0000037 0.0000742 PDLIM4 8572
ENSG00000179242 2335.34126 0.3717792 0.0893528 0.0000038 0.0000761 CDH4 1002
ENSG00000159307 5745.14062 1.1811708 0.2991036 0.0000038 0.0000761 SCUBE1 80274
ENSG00000134313 121534.42862 0.2115034 0.0481825 0.0000038 0.0000762 KIDINS220 57498
ENSG00000139641 4698.25460 -0.2306546 0.0533933 0.0000038 0.0000767 ESYT1 23344
ENSG00000167552 514901.52283 0.1481636 0.0374479 0.0000038 0.0000767 TUBA1A 7846
ENSG00000085552 723.53913 0.7726765 0.1945727 0.0000039 0.0000769 IGSF9 57549
ENSG00000196628 1350.11981 -0.5268024 0.1307875 0.0000039 0.0000787 TCF4 6925
ENSG00000186684 325.52316 0.7383073 0.1858601 0.0000040 0.0000790 CYP27C1 339761
ENSG00000010310 293.04919 -0.8981318 0.2280285 0.0000040 0.0000799 GIPR 2696
ENSG00000198551 3709.51237 0.2993920 0.0709183 0.0000041 0.0000807 ZNF627 199692
ENSG00000126733 6913.04897 0.2461796 0.0572287 0.0000041 0.0000819 DACH2 117154
ENSG00000187231 19284.41121 0.2077367 0.0468203 0.0000042 0.0000823 SESTD1 91404
ENSG00000145934 2355.92794 -0.5234360 0.1301238 0.0000042 0.0000823 TENM2 57451
ENSG00000111961 1331.91977 0.4005515 0.0975619 0.0000042 0.0000824 SASH1 23328
ENSG00000173406 7243.24956 0.3404574 0.0817860 0.0000043 0.0000854 DAB1 1600
ENSG00000140931 663.50742 -0.4846065 0.1201746 0.0000044 0.0000868 CMTM3 123920
ENSG00000141424 16645.04488 0.1770786 0.0404078 0.0000044 0.0000868 SLC39A6 25800
ENSG00000112139 24388.87169 0.2392934 0.0560971 0.0000045 0.0000889 MDGA1 266727
ENSG00000135821 7260.02974 0.2652294 0.0623851 0.0000045 0.0000889 GLUL 2752
ENSG00000198040 9276.60594 0.2407535 0.0562282 0.0000046 0.0000895 ZNF84 7637
ENSG00000149305 336.85726 -2.1252044 0.5540607 0.0000046 0.0000898 HTR3B 9177
ENSG00000141540 778.17282 -0.8962088 0.2299241 0.0000047 0.0000908 TTYH2 94015
ENSG00000222041 188.05327 -1.5019139 0.3894376 0.0000047 0.0000911 CYTOR 112597
ENSG00000085788 6525.31469 0.2194257 0.0509762 0.0000049 0.0000945 DDHD2 23259
ENSG00000109819 1719.22959 -0.4713139 0.1176451 0.0000051 0.0000983 PPARGC1A 10891
ENSG00000178773 2432.03733 -0.2949294 0.0707027 0.0000052 0.0001002 CPNE7 27132
ENSG00000179796 4437.71391 0.7500142 0.1926228 0.0000053 0.0001021 LRRC3B 116135
ENSG00000128272 18037.31443 0.1609875 0.0366473 0.0000053 0.0001021 ATF4 468
ENSG00000033867 4114.91104 0.3292042 0.0797882 0.0000053 0.0001024 SLC4A7 9497
ENSG00000166033 457.83011 0.6746228 0.1725797 0.0000053 0.0001028 HTRA1 5654
ENSG00000162729 1986.02204 -0.3192807 0.0773241 0.0000054 0.0001039 IGSF8 93185
ENSG00000131389 3733.46926 0.2591855 0.0614941 0.0000055 0.0001051 SLC6A6 6533
ENSG00000172461 2109.67031 0.3941491 0.0973610 0.0000055 0.0001054 FUT9 10690
ENSG00000158258 23629.92125 -0.2471179 0.0584965 0.0000055 0.0001057 CLSTN2 64084
ENSG00000154556 10804.53047 0.2707214 0.0646316 0.0000056 0.0001068 SORBS2 8470
ENSG00000250241 975.08859 0.5804820 0.1475377 0.0000056 0.0001070 PCDH10-DT NA
ENSG00000076356 4566.20310 0.2666621 0.0637089 0.0000057 0.0001089 PLXNA2 5362
ENSG00000176641 6581.03244 0.3156301 0.0765122 0.0000059 0.0001124 RNF152 220441
ENSG00000122584 305.12952 -0.8105060 0.2105833 0.0000059 0.0001128 NXPH1 30010
ENSG00000183715 1611.44591 0.5911893 0.1514177 0.0000060 0.0001136 OPCML 4978
ENSG00000226235 193.34230 -1.2738602 0.3353452 0.0000061 0.0001150 LEMD1-AS1 284576
ENSG00000213160 8216.67988 0.2038272 0.0475846 0.0000061 0.0001150 KLHL23 151230
ENSG00000213160 8216.67988 0.2038272 0.0475846 0.0000061 0.0001150 KLHL23 100526832
ENSG00000256771 2538.08720 0.2658503 0.0636303 0.0000061 0.0001150 ZNF253 56242
ENSG00000048052 7467.95197 -0.2556028 0.0610768 0.0000062 0.0001169 HDAC9 9734
ENSG00000166831 175.44307 -0.9039971 0.2359705 0.0000062 0.0001169 RBPMS2 348093
ENSG00000135390 8771.68889 -0.1888089 0.0438830 0.0000063 0.0001185 ATP5MC2 517
ENSG00000120708 236.95829 -0.9251697 0.2419470 0.0000063 0.0001187 TGFBI 7045
ENSG00000065978 74064.33121 0.1947337 0.0454693 0.0000064 0.0001197 YBX1 4904
ENSG00000183018 3886.58246 0.2948022 0.0715139 0.0000064 0.0001199 SPNS2 124976
ENSG00000086289 214.12206 -1.0585559 0.2772243 0.0000065 0.0001211 EPDR1 54749
ENSG00000164970 16969.65937 -0.2084318 0.0489722 0.0000065 0.0001222 FAM219A 203259
ENSG00000100314 163.33474 0.9199336 0.2411139 0.0000066 0.0001229 CABP7 164633
ENSG00000169918 3321.54814 -0.2902460 0.0706482 0.0000069 0.0001289 OTUD7A 161725
ENSG00000178695 8392.18256 0.3779274 0.0943161 0.0000069 0.0001292 KCTD12 115207
ENSG00000099204 19146.60380 0.2153663 0.0511789 0.0000070 0.0001299 ABLIM1 3983
ENSG00000120738 2934.00963 -0.4422772 0.1120880 0.0000070 0.0001302 EGR1 1958
ENSG00000139800 2688.76991 -0.5359536 0.1388099 0.0000071 0.0001315 ZIC5 85416
ENSG00000054654 3072.71117 0.3913842 0.0989777 0.0000072 0.0001324 SYNE2 23224
ENSG00000093072 267.05690 -0.9870229 0.2617078 0.0000073 0.0001357 ADA2 51816
ENSG00000130203 151.80404 -1.1809950 0.3138627 0.0000074 0.0001363 APOE 348
ENSG00000117643 557.28542 -0.7542257 0.1984327 0.0000075 0.0001380 MAN1C1 57134
ENSG00000151012 157.19251 -1.5044905 0.4025562 0.0000075 0.0001380 SLC7A11 23657
ENSG00000224063 519.51946 -0.6650242 0.1740537 0.0000075 0.0001383 CALCRL-AS1 NA
ENSG00000162458 512.21407 0.7867924 0.2070547 0.0000077 0.0001411 FBLIM1 54751
ENSG00000205581 10006.31697 0.1847120 0.0433677 0.0000077 0.0001411 HMGN1 3150
ENSG00000137942 31155.83619 0.1821513 0.0428962 0.0000077 0.0001413 FNBP1L 54874
ENSG00000196914 26918.94123 0.2014429 0.0476177 0.0000078 0.0001424 ARHGEF12 23365
ENSG00000108840 12392.69642 -0.1855980 0.0432695 0.0000082 0.0001494 HDAC5 10014
ENSG00000082641 22318.82645 -0.1534893 0.0356762 0.0000082 0.0001495 NFE2L1 4779
ENSG00000166415 2011.75354 -0.3550451 0.0894316 0.0000085 0.0001543 WDR72 256764
ENSG00000110321 174976.30290 0.1376482 0.0328771 0.0000085 0.0001544 EIF4G2 1982
ENSG00000127561 5490.32410 -0.2240872 0.0538104 0.0000085 0.0001544 SYNGR3 9143
ENSG00000112144 9038.73398 -0.2662098 0.0649976 0.0000086 0.0001555 CILK1 22858
ENSG00000163754 1249.39380 -0.4165901 0.1063990 0.0000087 0.0001566 GYG1 2992
ENSG00000240891 7436.97457 0.3549179 0.0892716 0.0000087 0.0001572 PLCXD2 257068
ENSG00000091129 27161.62930 0.2001806 0.0471959 0.0000087 0.0001572 NRCAM 4897
ENSG00000074416 533.83467 -0.6646843 0.1754475 0.0000087 0.0001574 MGLL 11343
ENSG00000180828 643.60161 -0.5232377 0.1363408 0.0000089 0.0001595 BHLHE22 27319
ENSG00000151136 586.79151 -0.5684329 0.1490500 0.0000089 0.0001595 ABTB3 121551
ENSG00000277443 40190.68311 0.1348687 0.0314731 0.0000091 0.0001632 MARCKS 4082
ENSG00000133816 341.57354 -1.0366012 0.2794261 0.0000091 0.0001632 MICAL2 9645
ENSG00000101460 3376.31715 -0.2381931 0.0577646 0.0000091 0.0001632 MAP1LC3A 84557
ENSG00000087266 4338.87818 0.2945279 0.0729802 0.0000093 0.0001660 SH3BP2 6452
ENSG00000182287 9218.95288 0.1968010 0.0468699 0.0000094 0.0001677 AP1S2 8905
ENSG00000228203 436.98679 0.7286565 0.1940952 0.0000095 0.0001696 GRASLND 386597
ENSG00000136158 2506.93802 -0.4116644 0.1057104 0.0000096 0.0001705 SPRY2 10253
ENSG00000073711 4940.63199 0.3054397 0.0761237 0.0000099 0.0001752 PPP2R3A 5523
ENSG00000117148 180.18587 -1.6077986 0.4407020 0.0000102 0.0001810 ACTL8 81569
ENSG00000112182 8473.84742 0.3216232 0.0796616 0.0000102 0.0001811 BACH2 60468
ENSG00000172260 6604.82243 -0.3517555 0.0897553 0.0000106 0.0001882 NEGR1 257194
ENSG00000291233 154.15100 -1.0115143 0.2750716 0.0000106 0.0001882 NA
ENSG00000143067 7107.94853 0.2282480 0.0555249 0.0000107 0.0001884 ZNF697 90874
ENSG00000165617 1471.75738 0.4768210 0.1250281 0.0000110 0.0001933 DACT1 51339
ENSG00000172572 783.77003 -0.5169185 0.1363725 0.0000110 0.0001939 PDE3A 5139
ENSG00000102057 572.69467 -0.4859237 0.1277058 0.0000111 0.0001947 KCND1 3750
ENSG00000205336 5456.66111 0.7739649 0.2083515 0.0000112 0.0001963 ADGRG1 9289
ENSG00000073331 310.91638 1.0121799 0.2757860 0.0000112 0.0001972 ALPK1 80216
ENSG00000254726 15612.86714 0.2248159 0.0547837 0.0000113 0.0001986 MEX3A 92312
ENSG00000109705 121.73993 -1.1128121 0.3053776 0.0000115 0.0002011 NKX3-2 579
ENSG00000100266 5947.98417 -0.1972904 0.0477045 0.0000116 0.0002026 PACSIN2 11252
ENSG00000115353 144.70869 -0.9576680 0.2619507 0.0000117 0.0002038 TACR1 6869
ENSG00000099953 826.69003 0.4673108 0.1227800 0.0000118 0.0002048 MMP11 4320
ENSG00000054690 2998.32791 0.2925562 0.0735517 0.0000120 0.0002087 PLEKHH1 57475
ENSG00000170381 7597.54302 -0.2212008 0.0540869 0.0000122 0.0002111 SEMA3E 9723
ENSG00000113368 4338.36273 0.2676463 0.0665541 0.0000124 0.0002144 LMNB1 4001
ENSG00000168546 1192.77291 -0.3516493 0.0903817 0.0000124 0.0002144 GFRA2 2675
ENSG00000123119 1225.59513 -0.5330305 0.1423720 0.0000125 0.0002164 NECAB1 64168
ENSG00000102879 2625.55719 0.3673773 0.0948963 0.0000126 0.0002178 CORO1A 11151
ENSG00000137203 2255.19075 1.1574275 0.3202151 0.0000128 0.0002205 TFAP2A 7020
ENSG00000173914 4628.61118 0.2782550 0.0698089 0.0000128 0.0002205 RBM4B 83759
ENSG00000146005 8743.52755 0.2846847 0.0717488 0.0000130 0.0002232 PSD2 84249
ENSG00000135048 6779.69836 0.2098349 0.0512280 0.0000130 0.0002232 CEMIP2 23670
ENSG00000111912 4986.70361 -0.2732785 0.0685754 0.0000130 0.0002233 NCOA7 135112
ENSG00000205269 12182.31326 0.2361691 0.0585240 0.0000130 0.0002236 TMEM170B 100113407
ENSG00000148798 177834.47319 0.1461924 0.0346922 0.0000132 0.0002268 INA 9118
ENSG00000231824 349.44349 -0.8051302 0.2214421 0.0000138 0.0002360 AKAIN1 642597
ENSG00000120616 6172.64310 0.2076433 0.0507591 0.0000138 0.0002364 EPC1 80314
ENSG00000072135 1617.83302 -0.3145061 0.0804673 0.0000139 0.0002367 PTPN18 26469
ENSG00000162849 11530.83964 0.3352534 0.0862757 0.0000140 0.0002384 KIF26B 55083
ENSG00000170035 15961.99371 -0.1991633 0.0487384 0.0000140 0.0002384 UBE2E3 10477
ENSG00000139970 107619.13932 0.1403315 0.0336603 0.0000141 0.0002395 RTN1 6252
ENSG00000185737 7151.98926 0.2059586 0.0509377 0.0000142 0.0002416 NRG3 10718
ENSG00000165626 1514.12993 0.3277581 0.0843660 0.0000144 0.0002435 BEND7 222389
ENSG00000196576 7654.75330 0.2657867 0.0668447 0.0000145 0.0002450 PLXNB2 23654
ENSG00000196591 19910.40456 0.1801745 0.0437794 0.0000149 0.0002514 HDAC2 3066
ENSG00000154928 4553.82811 0.2843817 0.0721998 0.0000149 0.0002521 EPHB1 2047
ENSG00000165985 698.69262 0.8038263 0.2222795 0.0000150 0.0002534 C1QL3 389941
ENSG00000137094 9983.17534 0.1655049 0.0399254 0.0000151 0.0002545 DNAJB5 25822
ENSG00000072041 15053.69774 -0.2900422 0.0742896 0.0000153 0.0002567 SLC6A15 55117
ENSG00000163110 632.36938 -0.5840886 0.1591807 0.0000153 0.0002574 PDLIM5 10611
ENSG00000088808 3601.32265 0.2844724 0.0736152 0.0000153 0.0002574 PPP1R13B 23368
ENSG00000113657 155722.05229 0.2197535 0.0543432 0.0000155 0.0002601 DPYSL3 1809
ENSG00000146006 367.36885 -0.6399827 0.1763815 0.0000159 0.0002647 LRRTM2 26045
ENSG00000146918 1075.15603 0.3799689 0.0999548 0.0000159 0.0002647 NCAPG2 54892
ENSG00000104332 1627.45287 -0.6259742 0.1718067 0.0000158 0.0002647 SFRP1 6422
ENSG00000075826 1169.76199 0.3657062 0.0958574 0.0000159 0.0002647 SEC31B 25956
ENSG00000129911 2078.76781 -0.3138862 0.0809880 0.0000159 0.0002647 KLF16 83855
ENSG00000125895 1549.84566 0.3410445 0.0889240 0.0000166 0.0002752 TMEM74B 55321
ENSG00000162878 1899.23536 -0.2924612 0.0750942 0.0000167 0.0002776 PKDCC 91461
ENSG00000004864 4168.77014 -0.2262852 0.0554391 0.0000169 0.0002798 SLC25A13 10165
ENSG00000150907 246.29617 -0.7395292 0.2063919 0.0000169 0.0002805 FOXO1 2308
ENSG00000157827 9117.00986 0.2548696 0.0648883 0.0000173 0.0002859 FMNL2 114793
ENSG00000114853 2438.83940 -0.2785647 0.0712907 0.0000173 0.0002864 ZBTB47 92999
ENSG00000103502 6586.56727 -0.2133224 0.0530707 0.0000174 0.0002866 CDIPT 10423
ENSG00000167642 1096.48009 0.4860318 0.1317462 0.0000176 0.0002895 SPINT2 10653
ENSG00000100867 264.72793 -0.9134300 0.2569937 0.0000176 0.0002902 DHRS2 10202
ENSG00000009413 10781.61685 0.1840150 0.0452345 0.0000178 0.0002928 REV3L 5980
ENSG00000121769 1785.36727 -1.1995869 0.3414023 0.0000179 0.0002941 FABP3 2170
ENSG00000135116 3033.71199 -0.4464039 0.1202739 0.0000180 0.0002947 HRK 8739
ENSG00000279675 920.93268 0.4242034 0.1138033 0.0000180 0.0002949 NA
ENSG00000261801 1210.37919 -0.4238643 0.1138175 0.0000181 0.0002957 LOXL1-AS1 100287616
ENSG00000104435 203902.33801 0.1159708 0.0276000 0.0000182 0.0002970 STMN2 11075
ENSG00000143621 14745.68365 0.1502578 0.0363284 0.0000188 0.0003063 ILF2 3608
ENSG00000117707 7431.98783 0.2942125 0.0760997 0.0000190 0.0003099 PROX1 5629
ENSG00000141837 6135.06621 0.3475568 0.0913671 0.0000192 0.0003131 CACNA1A 773
ENSG00000234745 186.74348 -1.2142391 0.3473259 0.0000193 0.0003138 HLA-B 3106
ENSG00000070501 2825.31762 0.2961444 0.0768484 0.0000194 0.0003143 POLB 5423
ENSG00000182670 99473.37812 0.1344980 0.0325008 0.0000195 0.0003165 TTC3 7267
ENSG00000165030 1887.10464 0.2784621 0.0720267 0.0000206 0.0003337 NFIL3 4783
ENSG00000134308 102160.41359 0.1221020 0.0293538 0.0000206 0.0003340 YWHAQ 10971
ENSG00000185340 233.75334 -0.8362742 0.2376642 0.0000207 0.0003344 GAS2L1 10634
ENSG00000130522 8556.70268 -0.2663472 0.0690173 0.0000208 0.0003362 JUND 3727
ENSG00000137497 20479.95332 -0.1532139 0.0374595 0.0000210 0.0003380 NUMA1 4926
ENSG00000158156 115.41024 -1.6156436 0.4673950 0.0000210 0.0003388 XKR8 55113
ENSG00000253953 2781.17910 0.3032650 0.0792906 0.0000212 0.0003405 PCDHGB4 8641
ENSG00000188322 33902.57282 0.2312251 0.0587068 0.0000214 0.0003432 SBK1 388228
ENSG00000113319 1089.23101 -0.6280133 0.1765462 0.0000214 0.0003432 RASGRF2 5924
ENSG00000077097 26650.03204 0.2075165 0.0531484 0.0000215 0.0003435 TOP2B 7155
ENSG00000090975 14107.98060 -0.2198839 0.0556310 0.0000215 0.0003435 PITPNM2 57605
ENSG00000205929 251.68292 0.7923606 0.2254315 0.0000216 0.0003458 EPCIP 56245
ENSG00000081138 5722.72733 -0.1900152 0.0473575 0.0000218 0.0003469 CDH7 1005
ENSG00000180530 2562.29475 -0.2787094 0.0723873 0.0000218 0.0003469 NRIP1 8204
ENSG00000172059 1172.94631 -0.3482415 0.0930188 0.0000221 0.0003515 KLF11 8462
ENSG00000197006 15432.36766 0.1593660 0.0391633 0.0000221 0.0003519 METTL9 51108
ENSG00000162738 20937.66738 0.2298714 0.0597088 0.0000224 0.0003559 VANGL2 57216
ENSG00000143847 3526.80848 -0.3836583 0.1036680 0.0000225 0.0003569 PPFIA4 8497
ENSG00000166886 1307.09539 -0.4058562 0.1102541 0.0000226 0.0003577 NAB2 4665
ENSG00000169515 331.26129 -0.9478653 0.2727106 0.0000229 0.0003619 CCDC8 83987
ENSG00000163637 5081.89107 0.4214565 0.1148614 0.0000229 0.0003620 PRICKLE2 166336
ENSG00000265972 4139.43650 -0.3335464 0.0888785 0.0000234 0.0003682 TXNIP 10628
ENSG00000074047 485.27644 -1.0256110 0.2966432 0.0000233 0.0003682 GLI2 2736
ENSG00000079308 351.81100 -0.6078651 0.1713596 0.0000236 0.0003712 TNS1 7145
ENSG00000111490 993.99432 0.5170453 0.1439933 0.0000236 0.0003712 TBC1D30 23329
ENSG00000141582 3493.97504 0.2690696 0.0699608 0.0000237 0.0003720 CBX4 8535
ENSG00000109586 1447.84431 -0.3381383 0.0903609 0.0000238 0.0003738 GALNT7 51809
ENSG00000171914 8856.79568 -0.2108970 0.0534162 0.0000238 0.0003738 TLN2 83660
ENSG00000213366 539.40017 -0.6446081 0.1824792 0.0000244 0.0003816 GSTM2 2946
ENSG00000127955 11407.87455 0.2149759 0.0545782 0.0000245 0.0003833 GNAI1 2770
ENSG00000173517 9842.51394 -0.2327352 0.0596806 0.0000245 0.0003833 PEAK1 79834
ENSG00000085365 18505.60378 0.1622104 0.0407807 0.0000247 0.0003848 SCAMP1 9522
ENSG00000108387 2007.34373 -0.4184345 0.1147598 0.0000247 0.0003848 SEPTIN4 5414
ENSG00000114019 6229.66131 0.2099188 0.0532579 0.0000254 0.0003947 AMOTL2 51421
ENSG00000132434 8209.68218 0.1931490 0.0486635 0.0000254 0.0003947 LANCL2 55915
ENSG00000060138 266.41290 -1.0469398 0.3050535 0.0000254 0.0003947 YBX3 8531
ENSG00000135824 19242.68143 0.2754034 0.0722792 0.0000255 0.0003948 RGS8 85397
ENSG00000141349 4967.91466 -0.2108408 0.0536045 0.0000258 0.0003992 G6PC3 92579
ENSG00000121064 492.14158 -0.7343487 0.2111708 0.0000261 0.0004032 SCPEP1 59342
ENSG00000150687 138.98993 -1.2208559 0.3581622 0.0000265 0.0004089 PRSS23 11098
ENSG00000242265 244041.60537 -0.2113082 0.0539107 0.0000268 0.0004136 PEG10 23089
ENSG00000123989 2797.46817 -0.2578815 0.0673452 0.0000268 0.0004139 CHPF 79586
ENSG00000165606 4410.82487 -0.6848201 0.1984845 0.0000269 0.0004148 DRGX 644168
ENSG00000158773 4217.36356 0.2056931 0.0519921 0.0000272 0.0004188 USF1 7391
ENSG00000251562 11392.00360 0.2513165 0.0654809 0.0000276 0.0004234 MALAT1 NA
ENSG00000118922 13069.75947 0.2613671 0.0684590 0.0000279 0.0004274 KLF12 11278
ENSG00000110013 1422.72398 -0.3103374 0.0830424 0.0000280 0.0004296 SIAE 54414
ENSG00000164050 6600.37526 0.3189665 0.0856049 0.0000283 0.0004322 PLXNB1 5364
ENSG00000008311 1849.60441 -0.5155979 0.1456538 0.0000283 0.0004322 AASS 10157
ENSG00000078295 667.96756 -0.6100674 0.1748098 0.0000286 0.0004360 ADCY2 108
ENSG00000163939 21042.54020 0.2014658 0.0513545 0.0000288 0.0004397 PBRM1 55193
ENSG00000175497 2381.34853 0.3158942 0.0848307 0.0000290 0.0004412 DPP10 57628
ENSG00000198363 2638.08395 -0.2630179 0.0691245 0.0000290 0.0004412 ASPH 444
ENSG00000165434 49361.37736 0.2468518 0.0640048 0.0000301 0.0004577 PGM2L1 283209
ENSG00000169891 2095.74757 -0.3279000 0.0887921 0.0000302 0.0004578 REPS2 9185
ENSG00000139926 1050.72697 -0.4443695 0.1243884 0.0000302 0.0004578 FRMD6 122786
ENSG00000147596 328.66361 -0.8270232 0.2424562 0.0000303 0.0004594 PRDM14 63978
ENSG00000157613 330.09780 -0.6873650 0.1999425 0.0000304 0.0004601 CREB3L1 90993
ENSG00000141198 242.89316 -0.7558552 0.2206533 0.0000305 0.0004614 TOM1L1 10040
ENSG00000123562 26381.69184 0.1477173 0.0373475 0.0000307 0.0004630 MORF4L2 9643
ENSG00000153902 1023.55287 -0.5654429 0.1622376 0.0000310 0.0004680 LGI4 163175
ENSG00000084710 16123.47177 0.6492793 0.1879490 0.0000311 0.0004687 EFR3B 22979
ENSG00000157851 80063.12106 0.2362422 0.0615264 0.0000312 0.0004698 DPYSL5 56896
ENSG00000077782 8851.90825 0.1757734 0.0444520 0.0000314 0.0004718 FGFR1 2260
ENSG00000175077 195.19953 0.8293852 0.2432594 0.0000319 0.0004785 RTP1 132112
ENSG00000139874 375.08590 0.6953907 0.2023743 0.0000319 0.0004785 SSTR1 6751
ENSG00000197555 1229.40565 -0.5765572 0.1662947 0.0000322 0.0004825 SIPA1L1 26037
ENSG00000187079 961.02138 -0.6016595 0.1741281 0.0000330 0.0004931 TEAD1 7003
ENSG00000117450 11185.32437 -0.1878714 0.0479311 0.0000331 0.0004946 PRDX1 5052
ENSG00000179456 3501.20912 -0.2667132 0.0709468 0.0000336 0.0005001 ZBTB18 10472
ENSG00000183762 799.85828 -0.4795485 0.1367653 0.0000335 0.0005001 KREMEN1 83999
ENSG00000145703 128.80945 -1.1196526 0.3343461 0.0000336 0.0005010 IQGAP2 10788
ENSG00000156959 8042.47419 -0.1716278 0.0435900 0.0000337 0.0005011 LHFPL4 375323
ENSG00000089101 160.61873 -1.0035842 0.2991702 0.0000343 0.0005092 CFAP61 26074
ENSG00000137460 1220.45091 0.3670751 0.1015504 0.0000344 0.0005108 FHDC1 85462
ENSG00000184922 767.62842 -0.4007926 0.1122746 0.0000348 0.0005162 FMNL1 752
ENSG00000100320 63200.51204 0.1897840 0.0490442 0.0000355 0.0005253 RBFOX2 23543
ENSG00000043143 563.36841 -0.7497969 0.2209167 0.0000372 0.0005509 JADE2 23338
ENSG00000002746 7862.91348 0.3130539 0.0858962 0.0000379 0.0005596 HECW1 23072
ENSG00000134138 198.11885 -0.7651905 0.2277020 0.0000383 0.0005647 MEIS2 4212
ENSG00000127914 17658.91694 0.2821372 0.0763034 0.0000393 0.0005783 AKAP9 10142
ENSG00000101333 3991.71647 -0.2415967 0.0641548 0.0000392 0.0005783 PLCB4 5332
ENSG00000030066 4797.40927 0.1982198 0.0514622 0.0000396 0.0005827 NUP160 23279
ENSG00000162613 14647.83879 0.1661569 0.0421965 0.0000397 0.0005838 FUBP1 8880
ENSG00000076706 543.26816 -0.8652385 0.2603447 0.0000406 0.0005951 MCAM 4162
ENSG00000128656 5318.70456 0.2126032 0.0557087 0.0000407 0.0005971 CHN1 1123
ENSG00000165458 2576.17368 -1.2433970 0.3803879 0.0000408 0.0005971 INPPL1 3636
ENSG00000196169 247.10440 -0.9648729 0.2923060 0.0000414 0.0006056 KIF19 124602
ENSG00000182575 446.03858 0.5673824 0.1664861 0.0000415 0.0006065 NXPH3 11248
ENSG00000146197 6135.53225 0.1844022 0.0476166 0.0000417 0.0006084 SCUBE3 222663
ENSG00000080573 94.56410 -1.4337008 0.4392240 0.0000417 0.0006084 COL5A3 50509
ENSG00000233058 382.60795 0.7161031 0.2140396 0.0000419 0.0006097 ATP13A3-DT NA
ENSG00000115556 207.38115 0.8250201 0.2484368 0.0000421 0.0006127 PLCD4 84812
ENSG00000148356 5099.84324 -0.2059721 0.0540527 0.0000423 0.0006145 LRSAM1 90678
ENSG00000073536 2758.16233 0.2372202 0.0630256 0.0000425 0.0006170 NLE1 54475
ENSG00000057935 10018.77955 -0.1966877 0.0513098 0.0000431 0.0006252 MTA3 57504
ENSG00000121900 252.15738 -0.6696888 0.2000273 0.0000435 0.0006302 TMEM54 113452
ENSG00000109572 17110.69733 -0.1411965 0.0358122 0.0000437 0.0006323 CLCN3 1182
ENSG00000196569 534.51623 -0.5431725 0.1599629 0.0000439 0.0006344 LAMA2 3908
ENSG00000163346 391.32037 -0.7351778 0.2212141 0.0000441 0.0006355 PBXIP1 57326
ENSG00000158526 3152.86503 -0.2610022 0.0705099 0.0000441 0.0006355 TSR2 90121
ENSG00000165588 1052.88355 -1.9972764 0.6244871 0.0000451 0.0006500 OTX2 5015
ENSG00000142541 26182.93681 -0.1460284 0.0368487 0.0000454 0.0006525 RPL13A 23521
ENSG00000142549 11144.27821 0.2583858 0.0692294 0.0000460 0.0006607 IGLON5 402665
ENSG00000028277 3738.00431 0.3551491 0.0999081 0.0000461 0.0006616 POU2F2 5452
ENSG00000163328 7800.00955 -0.3027870 0.0835711 0.0000473 0.0006778 GPR155 151556
ENSG00000074590 3361.36190 -0.3627509 0.1031729 0.0000475 0.0006798 NUAK1 9891
ENSG00000164778 270.57529 0.7740044 0.2343137 0.0000476 0.0006812 EN2 2020
ENSG00000117122 511.84645 0.5917572 0.1761163 0.0000477 0.0006814 MFAP2 4237
ENSG00000166862 976.76064 0.5634204 0.1664399 0.0000477 0.0006814 CACNG2 10369
ENSG00000139083 470.03926 -0.5401922 0.1598000 0.0000478 0.0006815 ETV6 2120
ENSG00000086061 41429.15679 0.1498584 0.0382120 0.0000488 0.0006949 DNAJA1 3301
ENSG00000110975 1614.78386 -0.5630020 0.1680075 0.0000497 0.0007066 SYT10 341359
ENSG00000170854 1406.61085 -0.4194299 0.1212452 0.0000498 0.0007082 RIOX2 84864
ENSG00000089094 4633.94195 0.2410272 0.0656865 0.0000500 0.0007095 KDM2B 84678
ENSG00000173442 413.46469 0.5352891 0.1587295 0.0000505 0.0007160 EHBP1L1 254102
ENSG00000109790 2077.12422 -0.2796430 0.0770078 0.0000509 0.0007209 KLHL5 51088
ENSG00000109758 791.41332 0.4865056 0.1431979 0.0000513 0.0007257 HGFAC 3083
ENSG00000272438 1819.24640 0.4202263 0.1219538 0.0000527 0.0007435 NA
ENSG00000005022 8386.92433 -0.1655175 0.0430277 0.0000527 0.0007435 SLC25A5 292
ENSG00000170264 2156.03716 0.3005554 0.0837249 0.0000529 0.0007464 FAM161A 84140
ENSG00000176749 17604.06441 0.1970690 0.0520623 0.0000533 0.0007511 CDK5R1 8851
ENSG00000153012 25342.32356 -0.2047472 0.0544394 0.0000535 0.0007530 LGI2 55203
ENSG00000081181 3990.29373 0.2033306 0.0539938 0.0000536 0.0007530 ARG2 384
ENSG00000106484 2031.32929 -0.2606565 0.0714564 0.0000541 0.0007604 MEST 4232
ENSG00000167123 3160.77204 -0.2479919 0.0682853 0.0000543 0.0007613 CERCAM 51148
ENSG00000144724 28278.96713 0.2124530 0.0569233 0.0000552 0.0007714 PTPRG 5793
ENSG00000253305 1428.67323 0.3166065 0.0890188 0.0000552 0.0007714 PCDHGB6 56100
ENSG00000133878 723.11842 -0.7724419 0.2379309 0.0000552 0.0007714 DUSP26 78986
ENSG00000198521 2876.04595 0.2310910 0.0624326 0.0000552 0.0007714 ZNF43 7594
ENSG00000145423 256.76442 -1.0534920 0.3289091 0.0000554 0.0007736 SFRP2 6423
ENSG00000291122 6521.06714 0.2115698 0.0566119 0.0000558 0.0007774 CASTOR3P 352954
ENSG00000226779 235.11245 0.8143261 0.2511113 0.0000559 0.0007782 NAALADL2-AS2 NA
ENSG00000079974 3052.51249 0.2338915 0.0633608 0.0000563 0.0007836 RABL2B 11158
ENSG00000079974 3052.51249 0.2338915 0.0633608 0.0000563 0.0007836 RABL2B 11159
ENSG00000182272 10458.85180 0.2380937 0.0647138 0.0000571 0.0007938 B4GALNT4 338707
ENSG00000166503 21256.77687 0.1442046 0.0372737 0.0000572 0.0007939 HDGFL3 50810
ENSG00000105854 1869.64793 -0.3949773 0.1147959 0.0000574 0.0007950 PON2 5445
ENSG00000188487 197.26965 -0.9789885 0.3055780 0.0000575 0.0007950 INSC 387755
ENSG00000187607 2684.19380 0.2785450 0.0772947 0.0000574 0.0007950 ZNF286A 57335
ENSG00000186187 8408.48276 0.2281842 0.0617400 0.0000576 0.0007966 ZNRF1 84937
ENSG00000122547 1458.94714 -0.4809720 0.1433700 0.0000578 0.0007975 EEPD1 80820
ENSG00000102109 9362.23434 -0.2443193 0.0667688 0.0000579 0.0007982 PCSK1N 27344
ENSG00000114631 13193.51703 0.1418419 0.0366118 0.0000583 0.0008040 PODXL2 50512
ENSG00000153310 12412.45142 0.1656203 0.0433515 0.0000593 0.0008145 CYRIB 51571
ENSG00000124193 10127.14028 0.1611165 0.0420850 0.0000593 0.0008145 SRSF6 6431
ENSG00000105696 14504.28902 -0.1757879 0.0462361 0.0000592 0.0008145 TMEM59L 25789
ENSG00000250479 945.95071 -0.5358240 0.1615177 0.0000594 0.0008147 CHCHD10 400916
ENSG00000115677 24213.59006 -0.1292374 0.0332899 0.0000603 0.0008267 HDLBP 3069
ENSG00000109670 3016.13858 -0.2305097 0.0627361 0.0000605 0.0008279 FBXW7 55294
ENSG00000110066 9261.95525 0.1885279 0.0499235 0.0000606 0.0008284 KMT5B 51111
ENSG00000002587 215.72280 -0.8430527 0.2628042 0.0000608 0.0008307 HS3ST1 9957
ENSG00000173548 478.23141 -0.5289330 0.1595450 0.0000611 0.0008347 SNX33 257364
ENSG00000167011 350.25412 0.8495882 0.2646441 0.0000614 0.0008351 NAT16 375607
ENSG00000133794 1000.66279 -0.3613577 0.1044046 0.0000613 0.0008351 BMAL1 406
ENSG00000149972 4246.53218 0.2588904 0.0714925 0.0000613 0.0008351 CNTN5 53942
ENSG00000108947 10289.19939 0.1779914 0.0469023 0.0000614 0.0008351 EFNB3 1949
ENSG00000182871 972.38892 0.4336071 0.1280452 0.0000616 0.0008359 COL18A1 80781
ENSG00000168264 7663.06709 -0.2154607 0.0583080 0.0000620 0.0008415 IRF2BP2 359948
ENSG00000153113 2066.59233 -0.3618470 0.1047260 0.0000622 0.0008427 CAST NA
ENSG00000206052 6250.60195 0.1828931 0.0484962 0.0000625 0.0008458 DOK6 220164
ENSG00000171004 886.98888 0.4548681 0.1352465 0.0000628 0.0008489 HS6ST2 90161
ENSG00000172239 10044.50160 0.1636444 0.0427057 0.0000637 0.0008612 PAIP1 10605
ENSG00000232931 2458.25687 0.3243826 0.0926686 0.0000642 0.0008658 LINC00342 NA
ENSG00000165757 130.25459 -0.9320832 0.2938462 0.0000644 0.0008676 JCAD 57608
ENSG00000114023 1781.93813 -0.3030833 0.0859533 0.0000650 0.0008737 FAM162A 26355
ENSG00000050405 899.60959 -0.4241868 0.1257311 0.0000650 0.0008737 LIMA1 51474
ENSG00000234377 306.90739 0.8430240 0.2643925 0.0000650 0.0008737 OBI1-AS1 100874222
ENSG00000091409 163.71858 -0.8507061 0.2673445 0.0000656 0.0008804 ITGA6 3655
ENSG00000188994 11826.66352 0.1708044 0.0451348 0.0000657 0.0008804 ZNF292 23036
ENSG00000124767 7252.19565 -0.1970019 0.0529097 0.0000658 0.0008804 GLO1 2739
ENSG00000141519 2096.80943 0.3037335 0.0861774 0.0000658 0.0008804 CCDC40 55036
ENSG00000166501 19270.87568 0.2825953 0.0794060 0.0000662 0.0008859 PRKCB 5579
ENSG00000156711 542.92872 0.4836126 0.1454217 0.0000666 0.0008903 MAPK13 5603
ENSG00000265808 3843.78493 -0.2288949 0.0626516 0.0000680 0.0009049 SEC22B 9554
ENSG00000169432 18581.79672 0.2063433 0.0557997 0.0000678 0.0009049 SCN9A 6335
ENSG00000139211 5611.31887 0.2580263 0.0717693 0.0000679 0.0009049 AMIGO2 347902
ENSG00000198879 1143.37906 -0.4219214 0.1256360 0.0000685 0.0009115 SFMBT2 57713
ENSG00000179241 8470.84068 0.1635129 0.0432056 0.0000688 0.0009150 LDLRAD3 143458
ENSG00000213760 7088.08225 -0.2004951 0.0541438 0.0000696 0.0009238 ATP6V1G2 534
ENSG00000100316 35444.90798 -0.1289104 0.0334703 0.0000701 0.0009303 RPL3 6122
ENSG00000157087 3262.24404 -0.2290564 0.0628393 0.0000702 0.0009305 ATP2B2 491
ENSG00000165895 174.87539 -0.9032375 0.2867615 0.0000709 0.0009386 ARHGAP42 143872
ENSG00000077063 2714.99179 0.3129489 0.0896743 0.0000711 0.0009403 CTTNBP2 83992
ENSG00000124508 118.50648 -1.0321835 0.3305430 0.0000721 0.0009514 BTN2A2 10385
ENSG00000134779 11389.69563 0.1905468 0.0508397 0.0000721 0.0009514 TPGS2 25941
ENSG00000108468 15473.93895 0.1506514 0.0395354 0.0000733 0.0009664 CBX1 10951
ENSG00000112902 2790.45864 -0.6992022 0.2198513 0.0000736 0.0009691 SEMA5A 9037
ENSG00000184792 5223.80592 -0.3010811 0.0862269 0.0000741 0.0009752 OSBP2 23762
ENSG00000158816 285.30794 -0.6761482 0.2125325 0.0000758 0.0009970 VWA5B1 127731
ENSG00000205856 229.00691 0.8773697 0.2802749 0.0000760 0.0009976 C22orf42 150297
ENSG00000134330 2139.41473 -0.3271385 0.0949716 0.0000768 0.0010069 IAH1 285148
ENSG00000139190 793.28677 -0.5091722 0.1564820 0.0000772 0.0010120 VAMP1 6843
ENSG00000118432 38157.41865 0.1622654 0.0434250 0.0000776 0.0010164 CNR1 1268
ENSG00000100297 296.38647 -0.6331686 0.1980263 0.0000779 0.0010182 MCM5 4174
ENSG00000133657 7271.68473 0.1888599 0.0510712 0.0000787 0.0010280 ATP13A3 79572
ENSG00000147036 268.82519 -0.7186292 0.2276426 0.0000792 0.0010334 LANCL3 347404
ENSG00000273706 10346.70397 0.1875114 0.0501283 0.0000796 0.0010377 LHX1 3975
ENSG00000136928 13640.96664 -0.2086443 0.0572163 0.0000799 0.0010413 GABBR2 9568
ENSG00000066084 10149.59919 0.2076185 0.0571290 0.0000800 0.0010413 DIP2B 57609
ENSG00000173482 4073.67822 -0.2122282 0.0582936 0.0000806 0.0010476 PTPRM 5797
ENSG00000090006 1030.58925 0.3799758 0.1131360 0.0000819 0.0010639 LTBP4 8425
ENSG00000187902 3733.94615 0.2739140 0.0779509 0.0000821 0.0010647 SHISA7 729956
ENSG00000119699 517.88922 -0.5671267 0.1772200 0.0000825 0.0010689 TGFB3 7043
ENSG00000101489 25845.27343 0.1642245 0.0439157 0.0000842 0.0010907 CELF4 56853
ENSG00000156531 3807.48226 0.2188165 0.0606893 0.0000844 0.0010921 PHF6 84295
ENSG00000105373 3215.46992 -0.2114585 0.0583125 0.0000854 0.0011034 NOP53 29997
ENSG00000007866 272.66135 -0.8544546 0.2756559 0.0000856 0.0011053 TEAD3 7005
ENSG00000175130 73816.56647 0.1715081 0.0459124 0.0000859 0.0011074 MARCKSL1 65108
ENSG00000198018 2092.64366 0.2482800 0.0699243 0.0000865 0.0011146 ENTPD7 57089
ENSG00000118418 945.82501 -0.4820052 0.1494940 0.0000866 0.0011150 HMGN3 9324
ENSG00000186106 14116.10014 0.1400988 0.0370948 0.0000881 0.0011330 ANKRD46 157567
ENSG00000131171 5351.79841 -0.2846644 0.0820411 0.0000894 0.0011485 SH3BGRL 6451
ENSG00000115896 13928.21876 -0.2612523 0.0748084 0.0000895 0.0011490 PLCL1 5334
ENSG00000186340 164.90871 -1.2712227 0.4193478 0.0000902 0.0011564 THBS2 7058
ENSG00000006652 1147.79001 0.3173290 0.0928618 0.0000904 0.0011576 IFRD1 3475
ENSG00000077279 104856.44189 0.2285173 0.0636656 0.0000911 0.0011665 DCX 1641
ENSG00000166342 438.62292 -0.7287965 0.2346581 0.0000922 0.0011790 NETO1 81832
ENSG00000123560 206.04407 -0.8362775 0.2718272 0.0000933 0.0011924 PLP1 5354
ENSG00000106688 1031.23099 0.4838349 0.1510006 0.0000955 0.0012178 SLC1A1 6505
ENSG00000156273 5598.93988 0.2243841 0.0627591 0.0000955 0.0012178 BACH1 571
ENSG00000156273 5598.93988 0.2243841 0.0627591 0.0000955 0.0012178 BACH1 100379661
ENSG00000115107 174.87616 -0.9077060 0.2979559 0.0000957 0.0012183 STEAP3 55240
ENSG00000146013 139.78365 -0.8718204 0.2850202 0.0000959 0.0012208 GFRA3 2676
ENSG00000136378 632.36877 0.4827774 0.1500880 0.0000961 0.0012212 ADAMTS7 11173
ENSG00000147642 4590.84527 -0.3381622 0.1004427 0.0000968 0.0012288 SYBU 55638
ENSG00000112276 219.93875 -0.7627581 0.2475114 0.0000969 0.0012292 BVES 11149
ENSG00000104888 9076.26458 -0.5722785 0.1825349 0.0000972 0.0012316 SLC17A7 57030
ENSG00000288035 289.81368 -1.1653204 0.3871274 0.0000976 0.0012353 NA
ENSG00000215114 11794.00979 0.1550990 0.0416461 0.0000982 0.0012425 UBXN2B 137886
ENSG00000049759 9292.82709 0.2191916 0.0613131 0.0000986 0.0012456 NEDD4L 23327
ENSG00000188766 6163.60109 0.1941058 0.0537562 0.0000994 0.0012553 SPRED3 399473
ENSG00000185274 3648.89247 -0.2641755 0.0759991 0.0001009 0.0012710 GALNT17 64409
ENSG00000141098 8055.93412 0.2047730 0.0563465 0.0001008 0.0012710 GFOD2 81577
ENSG00000115758 8420.86212 0.1672537 0.0451738 0.0001014 0.0012768 ODC1 4953
ENSG00000256073 217.31595 -0.6588051 0.2125329 0.0001016 0.0012776 URB1-AS1 NA
ENSG00000179915 39729.46739 0.2466611 0.0704313 0.0001022 0.0012844 NRXN1 9378
ENSG00000142687 7134.49296 -0.1580068 0.0427355 0.0001025 0.0012864 KIAA0319L 79932
ENSG00000118523 534.59799 0.5515648 0.1749345 0.0001029 0.0012885 CCN2 1490
ENSG00000171724 33545.78771 -0.4667582 0.1460518 0.0001028 0.0012885 VAT1L 57687
ENSG00000185924 8456.58397 -0.1644589 0.0445965 0.0001029 0.0012885 RTN4RL1 146760
ENSG00000262484 303.95346 -0.7229968 0.2352106 0.0001038 0.0012980 CCER2 643669
ENSG00000120802 4784.76169 0.2110044 0.0590578 0.0001047 0.0013076 TMPO 7112
ENSG00000184226 14184.66211 0.2832578 0.0822342 0.0001051 0.0013113 PCDH9 5101
ENSG00000179918 4590.29326 -0.2042731 0.0569750 0.0001066 0.0013288 SEPHS2 22928
ENSG00000187867 489.11353 -0.4696602 0.1475771 0.0001080 0.0013457 PALM3 342979
ENSG00000163297 700.65344 -0.5252205 0.1670093 0.0001098 0.0013657 ANTXR2 118429
ENSG00000146701 12504.37113 -0.1621117 0.0440981 0.0001098 0.0013657 MDH2 4191
ENSG00000198464 1827.48353 0.2863214 0.0839125 0.0001103 0.0013698 ZNF480 147657
ENSG00000145284 23721.59128 -0.1513252 0.0410309 0.0001120 0.0013886 SCD5 79966
ENSG00000140262 5680.84630 -0.3082903 0.0917620 0.0001119 0.0013886 TCF12 6938
ENSG00000118407 277.33197 -0.6549069 0.2132449 0.0001123 0.0013917 FILIP1 27145
ENSG00000137106 4701.77218 -0.1867845 0.0518320 0.0001144 0.0014132 GRHPR 9380
ENSG00000107443 3004.66404 0.2090581 0.0586109 0.0001144 0.0014132 CCNJ 54619
ENSG00000072062 15721.62370 -0.1452269 0.0393358 0.0001144 0.0014132 PRKACA 5566
ENSG00000104408 10335.93516 -0.1658702 0.0453986 0.0001148 0.0014165 EIF3E 3646
ENSG00000100284 2146.91576 -0.2433625 0.0699299 0.0001152 0.0014206 TOM1 10043
ENSG00000088888 4166.13992 -0.1970299 0.0556809 0.0001154 0.0014209 MAVS 57506
ENSG00000205268 2825.15468 0.2630030 0.0763969 0.0001156 0.0014221 PDE7A 5150
ENSG00000023902 2792.91954 0.2696004 0.0785807 0.0001162 0.0014289 PLEKHO1 51177
ENSG00000122966 6945.04135 -0.3124459 0.0935637 0.0001166 0.0014319 CIT 11113
ENSG00000112137 4259.30726 0.2067035 0.0581469 0.0001172 0.0014387 PHACTR1 221692
ENSG00000164211 3633.21888 -0.2180110 0.0618108 0.0001175 0.0014410 STARD4 134429
ENSG00000100321 14524.68848 -0.1738510 0.0479952 0.0001176 0.0014410 SYNGR1 9145
ENSG00000067955 17830.86547 -0.2609680 0.0759829 0.0001188 0.0014543 CBFB 865
ENSG00000128536 1480.29241 -0.3223310 0.0972866 0.0001194 0.0014593 CDHR3 222256
ENSG00000055332 9159.83697 -0.1975403 0.0553543 0.0001197 0.0014622 EIF2AK2 5610
ENSG00000112309 14098.78603 -0.4496143 0.1411198 0.0001222 0.0014915 B3GAT2 135152
ENSG00000263146 334.04593 0.8220273 0.2743278 0.0001229 0.0014982 LINC01896 NA
ENSG00000116977 691.92996 -0.4116526 0.1288442 0.0001235 0.0015037 LGALS8 3964
ENSG00000008735 21425.31663 -0.1432458 0.0398766 0.0001247 0.0015170 MAPK8IP2 23542
ENSG00000091136 4070.74816 -0.2776569 0.0822114 0.0001256 0.0015272 LAMB1 3912
ENSG00000164116 904.07800 0.3538822 0.1083281 0.0001261 0.0015316 GUCY1A1 2982
ENSG00000204428 900.14153 0.3672745 0.1130624 0.0001262 0.0015316 LY6G5C 80741
ENSG00000167771 6496.91323 0.1863339 0.0526299 0.0001265 0.0015341 RCOR2 283248
ENSG00000151422 5242.39354 -0.1938247 0.0544623 0.0001286 0.0015562 FER 2241
ENSG00000188227 5229.87379 0.2427185 0.0702053 0.0001286 0.0015562 ZNF793 390927
ENSG00000125648 11627.92428 -0.1704980 0.0473214 0.0001292 0.0015627 SLC25A23 79085
ENSG00000104805 5728.15329 -0.1899412 0.0533335 0.0001302 0.0015727 NUCB1 4924
ENSG00000198216 3482.55960 -0.3923282 0.1225408 0.0001311 0.0015807 CACNA1E 777
ENSG00000139364 907.86515 0.5187009 0.1677638 0.0001311 0.0015807 TMEM132B 114795
ENSG00000117461 23652.12243 0.1271856 0.0343809 0.0001317 0.0015848 PIK3R3 8503
ENSG00000102471 5549.84906 0.2174240 0.0621252 0.0001316 0.0015848 NDFIP2 54602
ENSG00000147180 5449.30563 0.2490319 0.0725528 0.0001319 0.0015857 ZNF711 7552
ENSG00000013293 4711.71116 -0.2862474 0.0852851 0.0001321 0.0015875 SLC7A14 57709
ENSG00000178996 1270.33261 -0.3170375 0.0961353 0.0001334 0.0016012 SNX18 112574
ENSG00000197971 796.18718 0.3997821 0.1252905 0.0001344 0.0016111 MBP 4155
ENSG00000204624 9697.18013 0.2231253 0.0641192 0.0001346 0.0016122 DISP3 57540
ENSG00000112290 15698.75992 0.1502342 0.0412214 0.0001355 0.0016219 WASF1 8936
ENSG00000153714 337.53148 -0.5726864 0.1888166 0.0001368 0.0016364 LURAP1L 286343
ENSG00000121905 358.66762 -0.5536720 0.1816423 0.0001377 0.0016448 HPCA 3208
ENSG00000197329 3085.10411 0.2603113 0.0767926 0.0001392 0.0016610 PELI1 57162
ENSG00000129351 32112.35898 0.1350191 0.0371747 0.0001396 0.0016645 ILF3 3609
ENSG00000179921 145.86939 -1.0471322 0.3601235 0.0001408 0.0016773 GPBAR1 151306
ENSG00000091622 1075.67024 -0.3174327 0.0966349 0.0001414 0.0016831 PITPNM3 83394
ENSG00000165443 5450.31071 0.2068526 0.0590736 0.0001426 0.0016964 PHYHIPL 84457
ENSG00000179603 539.55061 0.5345301 0.1751312 0.0001428 0.0016965 GRM8 2918
ENSG00000169255 3302.76697 0.2622495 0.0774542 0.0001431 0.0016985 B3GALNT1 8706
ENSG00000067606 4354.88155 0.2307033 0.0666858 0.0001437 0.0017042 PRKCZ 5590
ENSG00000154678 7626.33727 -0.1949232 0.0553485 0.0001447 0.0017152 PDE1C 5137
ENSG00000082512 379.59727 -0.5699318 0.1883645 0.0001466 0.0017362 TRAF5 7188
ENSG00000112312 554.48280 -0.4195139 0.1329037 0.0001469 0.0017371 GMNN 51053
ENSG00000139973 3482.47095 0.7385908 0.2495039 0.0001473 0.0017406 SYT16 83851
ENSG00000112378 3575.66791 -0.2766062 0.0827622 0.0001493 0.0017607 PERP 64065
ENSG00000102804 24863.74422 0.1337703 0.0366713 0.0001492 0.0017607 TSC22D1 8848
ENSG00000186367 260.39105 0.8019930 0.2730616 0.0001501 0.0017693 MINAR2 100127206
ENSG00000135324 455.47281 -0.6818884 0.2303255 0.0001506 0.0017736 MRAP2 112609
ENSG00000137185 2132.69593 0.2633238 0.0781745 0.0001510 0.0017767 ZSCAN9 7746
ENSG00000166265 181.22755 -0.6902951 0.2329264 0.0001519 0.0017850 CYYR1 116159
ENSG00000145901 1413.09756 -0.3271190 0.1007342 0.0001521 0.0017861 TNIP1 10318
ENSG00000105701 19548.77385 -0.1419251 0.0389473 0.0001522 0.0017863 FKBP8 23770
ENSG00000243317 8674.09179 0.1515166 0.0428892 0.0001529 0.0017922 STMP1 647087
ENSG00000140479 631.06768 -0.5607028 0.1859828 0.0001533 0.0017960 PCSK6 5046
ENSG00000144834 42509.40033 -0.1829714 0.0515351 0.0001554 0.0018166 TAGLN3 29114
ENSG00000103460 2714.69254 0.3100296 0.0947229 0.0001553 0.0018166 TOX3 27324
ENSG00000084754 10250.39650 -0.1683314 0.0471606 0.0001562 0.0018250 HADHA 3030
ENSG00000254221 607.26620 -0.4339976 0.1396416 0.0001564 0.0018250 PCDHGB1 56104
ENSG00000113328 4525.18210 -0.2112173 0.0613596 0.0001570 0.0018307 CCNG1 900
ENSG00000081853 262.54415 -0.9119045 0.3169235 0.0001593 0.0018553 PCDHGA2 56113
ENSG00000122417 4249.57686 0.2305210 0.0673301 0.0001602 0.0018644 ODF2L 57489
ENSG00000138764 4244.59725 0.2389600 0.0703253 0.0001609 0.0018709 CCNG2 901
ENSG00000085831 706.08530 -0.7511824 0.2577887 0.0001619 0.0018816 TTC39A 22996
ENSG00000083750 4815.78427 0.1746359 0.0495203 0.0001637 0.0019005 RRAGB 10325
ENSG00000169684 6845.61825 -0.3092648 0.0950392 0.0001643 0.0019061 CHRNA5 1138
ENSG00000167526 22479.36727 -0.1487839 0.0404781 0.0001652 0.0019142 RPL13 6137
ENSG00000174444 48842.66967 -0.1116952 0.0304891 0.0001656 0.0019168 RPL4 6124
ENSG00000119383 9276.41163 -0.1802551 0.0512426 0.0001660 0.0019201 PTPA 5524
ENSG00000184402 9269.67864 0.1826503 0.0524751 0.0001666 0.0019255 SS18L1 26039
ENSG00000263528 133.21944 -0.9598689 0.3349549 0.0001670 0.0019271 IKBKE 9641
ENSG00000152578 20779.28987 0.1388012 0.0384073 0.0001670 0.0019271 GRIA4 2893
ENSG00000010818 4703.66849 0.2300728 0.0670773 0.0001676 0.0019319 HIVEP2 3097
ENSG00000259129 871.89254 -0.4009245 0.1288581 0.0001680 0.0019344 LINC00648 100506433
ENSG00000204967 3472.91860 0.2070096 0.0599445 0.0001696 0.0019497 PCDHA4 56144
ENSG00000106086 9974.43870 0.2039452 0.0589258 0.0001697 0.0019497 PLEKHA8 84725
ENSG00000154639 24353.04974 0.2177311 0.0634767 0.0001697 0.0019497 CXADR 1525
ENSG00000162735 3072.68514 -0.2466360 0.0733491 0.0001706 0.0019581 PEX19 5824
ENSG00000167535 12736.22953 0.1791722 0.0510145 0.0001713 0.0019639 CACNB3 784
ENSG00000130844 1722.65163 0.2621725 0.0785973 0.0001715 0.0019648 ZNF331 55422
ENSG00000107560 9682.40358 0.1865077 0.0543083 0.0001718 0.0019664 RAB11FIP2 22841
ENSG00000071205 162.72512 -0.7246061 0.2494384 0.0001731 0.0019798 ARHGAP10 79658
ENSG00000164091 31908.75746 0.1256470 0.0354231 0.0001733 0.0019805 WDR82 80335
ENSG00000038295 2486.67141 -0.7849463 0.2723352 0.0001738 0.0019847 TLL1 7092
ENSG00000106789 3152.49388 -0.2065899 0.0599182 0.0001742 0.0019872 CORO2A 7464
ENSG00000101695 461.05250 -0.4825295 0.1594678 0.0001745 0.0019887 RNF125 54941
ENSG00000170542 1242.10928 -0.2979743 0.0915605 0.0001759 0.0020032 SERPINB9 5272
ENSG00000134996 1484.11905 -0.2787276 0.0848152 0.0001784 0.0020294 OSTF1 26578
ENSG00000040341 12083.22654 0.1635854 0.0461846 0.0001791 0.0020360 STAU2 27067
ENSG00000170382 4380.67400 -0.2872686 0.0880829 0.0001796 0.0020397 LRRN2 10446
ENSG00000128591 2712.14730 -1.1228098 0.3993790 0.0001802 0.0020433 FLNC 2318
ENSG00000177697 4276.43124 -0.2210433 0.0650013 0.0001802 0.0020433 CD151 977
ENSG00000178233 7919.39059 0.1950831 0.0562694 0.0001812 0.0020526 TMEM151B 441151
ENSG00000246528 577.67789 0.5506164 0.1856570 0.0001827 0.0020677 SLCO5A1-AS1 121233925
ENSG00000149823 2852.21099 -0.2215371 0.0652406 0.0001841 0.0020824 VPS51 738
ENSG00000196418 841.65948 0.4354295 0.1425384 0.0001849 0.0020895 ZNF124 7678
ENSG00000102003 45460.43449 -0.1657264 0.0471182 0.0001862 0.0021016 SYP 6855
ENSG00000069869 238.35753 -0.8376283 0.2960802 0.0001943 0.0021913 NEDD4 4734
ENSG00000169439 4531.06168 -0.6761880 0.2374061 0.0001959 0.0022081 SDC2 6383
ENSG00000169641 2639.41053 -0.2290876 0.0681751 0.0001971 0.0022195 LUZP1 7798
ENSG00000109062 908.73439 -0.3319480 0.1049780 0.0001973 0.0022200 NHERF1 9368
ENSG00000075223 3942.45615 -0.7185650 0.2518375 0.0001980 0.0022260 SEMA3C 10512
ENSG00000064309 1987.09385 0.3340371 0.1057757 0.0002002 0.0022483 CDON 50937
ENSG00000162129 4537.49454 -0.1854800 0.0542818 0.0002015 0.0022615 CLPB 81570
ENSG00000198467 209.05140 -0.9036059 0.3222223 0.0002034 0.0022809 TPM2 7169
ENSG00000131979 915.82905 -0.4730598 0.1595741 0.0002044 0.0022894 GCH1 2643
ENSG00000140455 2784.12800 0.2763789 0.0850229 0.0002056 0.0023011 USP3 9960
ENSG00000068697 9465.29609 -0.2079138 0.0612622 0.0002067 0.0023051 LAPTM4A 9741
ENSG00000163590 10969.47890 0.2189828 0.0648080 0.0002068 0.0023051 PPM1L 151742
ENSG00000113594 8136.67876 -0.2454476 0.0741246 0.0002061 0.0023051 LIFR 3977
ENSG00000152503 5397.56689 0.2670547 0.0817071 0.0002066 0.0023051 TRIM36 55521
ENSG00000167491 7979.30934 -0.1584828 0.0452096 0.0002067 0.0023051 GATAD2A 54815
ENSG00000127946 13312.06408 0.2374992 0.0712469 0.0002084 0.0023196 HIP1 3092
ENSG00000011028 362.92379 -0.8931720 0.3199652 0.0002085 0.0023196 MRC2 9902
ENSG00000121966 595.37768 -1.3678876 0.5021894 0.0002100 0.0023348 CXCR4 7852
ENSG00000177875 14158.44624 0.2175275 0.0648276 0.0002103 0.0023356 CCDC184 387856
ENSG00000143033 7553.28032 0.1871778 0.0544042 0.0002111 0.0023429 MTF2 22823
ENSG00000132294 3012.38585 -0.2373166 0.0714879 0.0002187 0.0024254 EFR3A 23167
ENSG00000161609 616.86640 -0.6750920 0.2380569 0.0002202 0.0024398 KASH5 147872
ENSG00000198646 13303.93606 0.1418303 0.0400879 0.0002213 0.0024493 NCOA6 23054
ENSG00000125841 7982.21610 -0.1724271 0.0498221 0.0002232 0.0024686 NRSN2 80023
ENSG00000111371 54358.48809 0.1279738 0.0357786 0.0002263 0.0025007 SLC38A1 81539
ENSG00000180875 228.64639 0.9488818 0.3436929 0.0002281 0.0025184 GREM2 64388
ENSG00000264364 31841.25425 0.1390338 0.0382456 0.0002297 0.0025344 DYNLL2 140735
ENSG00000182022 654.21542 -0.4325616 0.1449553 0.0002311 0.0025480 CHST15 51363
ENSG00000249859 237.11023 -0.6248847 0.2199371 0.0002320 0.0025552 PVT1 5820
ENSG00000204977 4958.56933 0.2076047 0.0614851 0.0002339 0.0025739 TRIM13 10206
ENSG00000165553 133.22518 -0.9053323 0.3291716 0.0002346 0.0025791 NGB 58157
ENSG00000096092 2762.87653 0.2234930 0.0672496 0.0002368 0.0025991 TMEM14A 28978
ENSG00000105939 1035.04830 -0.4304331 0.1448597 0.0002366 0.0025991 ZC3HAV1 56829
ENSG00000135677 7470.93946 -0.1593859 0.0462976 0.0002370 0.0025997 GNS 2799
ENSG00000118557 2648.11750 -0.2495680 0.0766265 0.0002412 0.0026428 PMFBP1 83449
ENSG00000143819 2685.85307 -0.2673883 0.0833228 0.0002419 0.0026487 EPHX1 2052
ENSG00000100592 20631.69358 0.1313331 0.0372121 0.0002431 0.0026601 DAAM1 23002
ENSG00000154856 243.54673 -0.6544636 0.2325395 0.0002441 0.0026683 APCDD1 147495
ENSG00000165194 1047.93602 0.3254643 0.1045101 0.0002462 0.0026868 PCDH19 57526
ENSG00000135454 10398.52954 0.1481585 0.0426812 0.0002462 0.0026868 B4GALNT1 2583
ENSG00000114353 10579.17004 -0.1992966 0.0592443 0.0002491 0.0027158 GNAI2 2771
ENSG00000182771 2902.82458 0.2294142 0.0696367 0.0002500 0.0027236 GRID1 2894
ENSG00000159788 4877.66479 0.2140764 0.0643262 0.0002512 0.0027350 RGS12 6002
ENSG00000149480 6987.03751 0.1848318 0.0544010 0.0002515 0.0027354 MTA2 9219
ENSG00000174738 2195.64730 -0.3086785 0.0986478 0.0002518 0.0027361 NR1D2 9975
ENSG00000064547 2715.50920 0.2596195 0.0803871 0.0002525 0.0027422 LPAR2 9170
ENSG00000229191 1188.19542 0.3703741 0.1223078 0.0002555 0.0027687 NA NA
ENSG00000163820 141.35485 -1.0947357 0.4069261 0.0002556 0.0027687 FYCO1 79443
ENSG00000189067 449.73753 -0.6446635 0.2301680 0.0002552 0.0027687 LITAF 9516
ENSG00000184349 3896.45407 -0.1876125 0.0555420 0.0002560 0.0027706 EFNA5 1946
ENSG00000080493 757.79158 -0.4544536 0.1552667 0.0002564 0.0027726 SLC4A4 8671
ENSG00000138029 3314.15404 -0.2339233 0.0714548 0.0002570 0.0027750 HADHB 3032
ENSG00000112183 182.57794 -0.8984864 0.3302509 0.0002570 0.0027750 RBM24 221662
ENSG00000110002 4049.53612 0.2238412 0.0678741 0.0002573 0.0027759 VWA5A 4013
ENSG00000117691 190.87685 -1.0321039 0.3840226 0.0002587 0.0027880 NENF 29937
ENSG00000172817 921.47852 -0.3512027 0.1151997 0.0002614 0.0028153 CYP7B1 9420
ENSG00000101856 19395.21230 0.1286464 0.0365791 0.0002624 0.0028237 PGRMC1 10857
ENSG00000023171 5191.16277 -0.2202194 0.0669184 0.0002644 0.0028434 GRAMD1B 57476
ENSG00000054277 982.61750 -0.4805788 0.1664311 0.0002673 0.0028670 OPN3 23596
ENSG00000185483 189.27942 -0.8960111 0.3308201 0.0002675 0.0028670 ROR1 4919
ENSG00000144655 361.77826 -0.5084370 0.1774440 0.0002679 0.0028670 CSRNP1 64651
ENSG00000137177 4370.33693 -0.2896084 0.0923381 0.0002675 0.0028670 KIF13A 63971
ENSG00000007392 6098.72050 0.1805583 0.0532518 0.0002677 0.0028670 LUC7L 55692
ENSG00000171246 2225.60315 0.3527557 0.1160910 0.0002678 0.0028670 NPTX1 4884
ENSG00000114738 656.05367 -0.3660418 0.1213362 0.0002689 0.0028753 MAPKAPK3 7867
ENSG00000155893 6111.74763 0.2032800 0.0611842 0.0002703 0.0028854 PXYLP1 92370
ENSG00000168291 6924.90906 -0.1869231 0.0554218 0.0002702 0.0028854 PDHB 5162
ENSG00000065308 416.71470 -0.4423735 0.1515167 0.0002720 0.0029010 TRAM2 9697
ENSG00000196092 393.44566 -0.6238523 0.2239092 0.0002726 0.0029048 PAX5 5079
ENSG00000163714 12128.29242 0.1457075 0.0421273 0.0002793 0.0029741 U2SURP 23350
ENSG00000196632 3555.04718 0.2540199 0.0792170 0.0002805 0.0029838 WNK3 65267
ENSG00000138081 19816.95969 0.1192744 0.0339507 0.0002814 0.0029919 FBXO11 80204
ENSG00000063046 19837.40271 -0.1276868 0.0365666 0.0002823 0.0029989 EIF4B 1975
ENSG00000151743 2112.79178 0.2245983 0.0686658 0.0002830 0.0030031 AMN1 196394
ENSG00000245532 2411.38959 -0.4349578 0.1490884 0.0002833 0.0030038 NEAT1 283131
ENSG00000243156 6898.46036 0.2732863 0.0854405 0.0002845 0.0030151 MICAL3 57553
ENSG00000256043 172.25082 -0.6776359 0.2465060 0.0002848 0.0030153 CTSO 1519
ENSG00000281406 2139.25469 0.3215284 0.1045047 0.0002857 0.0030216 BLACAT1 101669762
ENSG00000248540 6004.78263 -0.2516227 0.0786003 0.0002858 0.0030216 283731
ENSG00000184557 109.04649 0.8450076 0.3128383 0.0002867 0.0030281 SOCS3 9021
ENSG00000108219 6148.13829 0.1800925 0.0533353 0.0002873 0.0030317 TSPAN14 81619
ENSG00000249853 268.03326 -0.6570744 0.2385438 0.0002877 0.0030342 HS3ST5 222537
ENSG00000082153 12095.86046 0.1350440 0.0384756 0.0002923 0.0030801 BZW1 9689
ENSG00000100060 240.81577 -0.6983900 0.2560870 0.0002949 0.0031049 MFNG 4242
ENSG00000147481 1200.82917 -0.4160679 0.1425628 0.0002964 0.0031179 SNTG1 54212
ENSG00000134698 4857.13110 0.2198273 0.0673150 0.0002980 0.0031294 AGO4 192670
ENSG00000164684 15410.78010 -0.2787063 0.0888462 0.0002978 0.0031294 ZNF704 619279
ENSG00000127483 16576.84048 0.1319950 0.0379687 0.0002985 0.0031329 HP1BP3 50809
ENSG00000224842 192.75065 0.6549156 0.2383175 0.0003001 0.0031471 LMX1B-DT 105376277
ENSG00000187189 36155.79586 0.1102474 0.0312250 0.0003010 0.0031539 TSPYL4 23270
ENSG00000070748 1513.40650 -0.2841351 0.0916419 0.0003013 0.0031539 CHAT 1103
ENSG00000171492 4490.95429 0.1703952 0.0501342 0.0003021 0.0031602 LRRC8D 55144
ENSG00000205978 3807.04118 0.2613402 0.0825217 0.0003041 0.0031788 NYNRIN 57523
ENSG00000147548 24761.15614 0.1389768 0.0401678 0.0003058 0.0031935 NSD3 54904
ENSG00000204314 1018.06805 -0.4608807 0.1609110 0.0003065 0.0031990 PRRT1 80863
ENSG00000204314 1018.06805 -0.4608807 0.1609110 0.0003065 0.0031990 PRRT1 100507547
ENSG00000164619 579.23802 -0.5147664 0.1829656 0.0003089 0.0032210 BMPER 168667
ENSG00000076685 17084.65708 0.1457530 0.0423915 0.0003094 0.0032239 NT5C2 22978
ENSG00000187210 241.63640 -0.8800726 0.3319853 0.0003102 0.0032299 GCNT1 2650
ENSG00000011258 4068.23652 0.2391450 0.0746438 0.0003109 0.0032347 MBTD1 54799
ENSG00000163577 499.29361 -0.4085949 0.1397666 0.0003136 0.0032597 EIF5A2 56648
ENSG00000110651 9165.36943 -0.1667348 0.0495124 0.0003152 0.0032742 CD81 975
ENSG00000138449 121.48216 0.8317960 0.3120011 0.0003176 0.0032933 SLC40A1 30061
ENSG00000166532 7541.92957 0.1812544 0.0542531 0.0003175 0.0032933 RIMKLB 57494
ENSG00000095951 2799.16372 0.3864200 0.1316059 0.0003196 0.0033120 HIVEP1 3096
ENSG00000051523 149.92413 -0.7793305 0.2913559 0.0003210 0.0033238 CYBA 1535
ENSG00000153048 2820.20834 0.2590999 0.0820971 0.0003214 0.0033246 CARHSP1 23589
ENSG00000103528 1555.99496 -0.7912203 0.3025285 0.0003218 0.0033270 SYT17 51760
ENSG00000186479 2083.42488 -0.2696014 0.0861752 0.0003235 0.0033417 RGS7BP 401190
ENSG00000135940 5465.63315 -0.2788480 0.0901065 0.0003241 0.0033446 COX5B 1329
ENSG00000171940 834.80292 -0.4097868 0.1414105 0.0003259 0.0033611 ZNF217 7764
ENSG00000122778 12078.79212 0.2323021 0.0719845 0.0003270 0.0033700 KIAA1549 57670
ENSG00000189159 31318.00614 0.1320880 0.0382920 0.0003293 0.0033903 JPT1 51155
ENSG00000166483 408.82725 -0.6820596 0.2532973 0.0003298 0.0033934 WEE1 7465
ENSG00000204843 42329.34713 -0.1116437 0.0320232 0.0003310 0.0034033 DCTN1 1639
ENSG00000048342 1501.08823 -0.2660063 0.0850634 0.0003322 0.0034123 CC2D2A 57545
ENSG00000106477 4781.42798 0.1849037 0.0556132 0.0003324 0.0034123 CEP41 95681
ENSG00000163399 10804.00045 -0.1622428 0.0481563 0.0003341 0.0034270 ATP1A1 476
ENSG00000188859 4684.60081 -0.1824479 0.0548901 0.0003352 0.0034292 FAM78B 149297
ENSG00000175697 464.09294 0.4673956 0.1648054 0.0003354 0.0034292 GPR156 165829
ENSG00000146376 324.33367 -0.5828641 0.2129818 0.0003347 0.0034292 ARHGAP18 93663
ENSG00000090905 8733.33415 0.1911472 0.0579155 0.0003352 0.0034292 TNRC6A 27327
ENSG00000102974 6570.78351 0.1540991 0.0454884 0.0003391 0.0034640 CTCF 10664
ENSG00000206503 990.22029 -0.3483205 0.1174599 0.0003397 0.0034674 HLA-A 3105
ENSG00000108515 1497.05548 -1.0193037 0.3945658 0.0003410 0.0034779 ENO3 2027
ENSG00000189120 256.76471 0.6448938 0.2394268 0.0003468 0.0035346 SP6 80320
ENSG00000166340 1750.36068 -0.2677748 0.0861200 0.0003479 0.0035430 TPP1 1200
ENSG00000066027 182.31196 -0.6965846 0.2617461 0.0003515 0.0035772 PPP2R5A 5525
ENSG00000101144 1096.49239 -0.4617701 0.1643852 0.0003530 0.0035898 BMP7 655
ENSG00000160460 2887.94280 -0.2203289 0.0686447 0.0003553 0.0036106 SPTBN4 57731
ENSG00000085871 291.48522 -0.5902823 0.2177397 0.0003562 0.0036167 MGST2 4258
ENSG00000076513 6055.38800 -0.2169029 0.0680187 0.0003578 0.0036297 ANKRD13A 88455
ENSG00000247134 1263.15218 -0.2883771 0.0945005 0.0003587 0.0036367 NA
ENSG00000103966 334.84343 -0.5068630 0.1831916 0.0003591 0.0036377 EHD4 30844
ENSG00000132872 58986.81206 0.1700019 0.0510744 0.0003618 0.0036621 SYT4 6860
ENSG00000152582 1244.44895 0.3300949 0.1107704 0.0003645 0.0036840 SPEF2 79925
ENSG00000151929 2272.18666 -0.6400829 0.2395418 0.0003645 0.0036840 BAG3 9531
ENSG00000145725 18376.96652 0.1394880 0.0409987 0.0003648 0.0036844 PPIP5K2 23262
ENSG00000105327 1085.30665 -0.4237245 0.1498801 0.0003667 0.0037007 BBC3 27113
ENSG00000108389 14660.94323 0.1621659 0.0486156 0.0003691 0.0037218 MTMR4 9110
ENSG00000054356 11273.43295 -0.1566573 0.0466881 0.0003698 0.0037257 PTPRN 5798
ENSG00000291194 561.94739 0.4723723 0.1693700 0.0003708 0.0037327 NA
ENSG00000162433 426.72462 -0.5160493 0.1881284 0.0003726 0.0037478 AK4 205
ENSG00000148303 25302.03743 -0.1189658 0.0346495 0.0003733 0.0037521 RPL7A 6130
ENSG00000105784 4789.88158 0.2339520 0.0739182 0.0003755 0.0037691 RUNDC3B 154661
ENSG00000101292 195.19541 1.1964122 0.4719336 0.0003755 0.0037691 PROKR2 128674
ENSG00000082482 171.28275 0.7245323 0.2754585 0.0003773 0.0037842 KCNK2 3776
ENSG00000122420 138.50947 -0.9696705 0.3788454 0.0003781 0.0037890 PTGFR 5737
ENSG00000011105 2734.52431 -0.2099049 0.0652214 0.0003796 0.0038008 TSPAN9 10867
ENSG00000008405 1815.74671 0.2468810 0.0788153 0.0003839 0.0038410 CRY1 1407
ENSG00000176014 257.60421 -0.5606606 0.2073577 0.0003877 0.0038766 TUBB6 84617
ENSG00000148408 11906.82110 -0.2244584 0.0708267 0.0003906 0.0039025 CACNA1B 774
ENSG00000172922 2388.27537 -0.2497160 0.0802300 0.0003931 0.0039245 RNASEH2C 84153
ENSG00000101871 2408.46042 0.4048299 0.1415554 0.0003944 0.0039340 MID1 4281
ENSG00000117600 1325.36220 -0.4523759 0.1629797 0.0003990 0.0039775 PLPPR4 9890
ENSG00000001460 1165.55119 0.3328499 0.1129912 0.0004006 0.0039903 STPG1 90529
ENSG00000104490 18494.75388 -0.1989302 0.0615956 0.0004061 0.0040419 NCALD 83988
ENSG00000112249 4481.75947 -0.2291143 0.0733030 0.0004082 0.0040596 ASCC3 10973
ENSG00000161082 20799.05242 0.1552093 0.0461739 0.0004097 0.0040714 CELF5 60680
ENSG00000112218 543.09629 -0.4211417 0.1506128 0.0004130 0.0041008 GPR63 81491
ENSG00000138439 5966.95730 0.2330194 0.0740485 0.0004162 0.0041301 FAM117B 150864
ENSG00000157219 298.58551 0.7230701 0.2781927 0.0004189 0.0041537 HTR5A 3361
ENSG00000198353 638.83660 0.6061473 0.2292305 0.0004201 0.0041626 HOXC4 3221
ENSG00000072415 488.93475 -0.4447493 0.1606696 0.0004229 0.0041870 PALS1 64398
ENSG00000009307 59029.02566 0.1398267 0.0411369 0.0004234 0.0041891 CSDE1 7812
ENSG00000065809 3344.37523 0.2029201 0.0634357 0.0004309 0.0042600 FAM107B 83641
ENSG00000149131 1204.54241 -0.4278429 0.1541926 0.0004364 0.0043106 SERPING1 710
ENSG00000101265 2013.99090 0.3464050 0.1198314 0.0004386 0.0043295 RASSF2 9770
ENSG00000081803 1409.28942 -0.3577305 0.1250340 0.0004465 0.0044034 CADPS2 93664
ENSG00000145908 4345.19913 0.2029733 0.0640675 0.0004485 0.0044140 ZNF300 91975
ENSG00000271614 942.30194 -0.4037231 0.1445014 0.0004484 0.0044140 ATP2B1-AS1 NA
ENSG00000175691 243.73667 0.7658941 0.3002959 0.0004484 0.0044140 ZNF77 58492
ENSG00000198146 9015.98447 0.1448657 0.0431307 0.0004496 0.0044214 ZNF770 54989
ENSG00000143147 2806.08114 0.6236821 0.2394879 0.0004553 0.0044742 GPR161 23432
ENSG00000170624 706.13024 -0.4778556 0.1764336 0.0004559 0.0044762 SGCD 6444
ENSG00000184675 2148.74303 0.2817459 0.0940340 0.0004602 0.0045121 AMER1 139285
ENSG00000171033 49674.77926 0.1180999 0.0377546 0.0004601 0.0045121 PKIA 5569
ENSG00000114626 1404.62988 -0.4676598 0.1714651 0.0004671 0.0045757 ABTB1 80325
ENSG00000144290 2730.80905 0.2191471 0.0698977 0.0004678 0.0045761 SLC4A10 57282
ENSG00000167460 11735.03933 0.1466248 0.0443806 0.0004680 0.0045761 TPM4 7171
ENSG00000234965 128.08915 -1.1735254 0.4805371 0.0004681 0.0045761 SHISA8 440829
ENSG00000128050 10298.11691 -0.2016759 0.0636807 0.0004820 0.0047064 PAICS 10606
ENSG00000106624 492.57541 -0.5006394 0.1878156 0.0004822 0.0047064 AEBP1 165
ENSG00000162951 183.83626 -0.6939013 0.2733532 0.0004847 0.0047278 LRRTM1 347730
ENSG00000181744 961.72643 -0.3294770 0.1143406 0.0004854 0.0047295 DIPK2A 205428
ENSG00000172175 1411.97502 -0.3320988 0.1162564 0.0004856 0.0047295 MALT1 10892
ENSG00000118985 3141.11884 -0.3729669 0.1319876 0.0004865 0.0047344 ELL2 22936
ENSG00000105220 15530.05958 -0.1406271 0.0418486 0.0004872 0.0047377 GPI 2821
ENSG00000151025 1194.92523 -0.4006976 0.1446503 0.0004894 0.0047552 GPR158 57512
ENSG00000219438 6468.06846 0.2218020 0.0711252 0.0004911 0.0047681 TAFA5 25817
ENSG00000175414 10086.74416 0.1556744 0.0473620 0.0004947 0.0047994 ARL10 285598
ENSG00000130558 41425.50394 -0.4308569 0.1483771 0.0004971 0.0048195 OLFM1 10439
ENSG00000105088 7345.56983 0.2271865 0.0734006 0.0004985 0.0048293 OLFM2 93145
ENSG00000155366 759.96786 -1.1038989 0.4574385 0.0004997 0.0048372 RHOC 389
ENSG00000137936 373.22601 -0.5176487 0.1965042 0.0005044 0.0048794 BCAR3 8412
ENSG00000113248 2229.32812 0.2133304 0.0682069 0.0005061 0.0048927 PCDHB15 56121
ENSG00000173113 1860.93128 -0.2216816 0.0716187 0.0005105 0.0049310 TRMT112 51504
ENSG00000099954 8464.02685 -0.1674407 0.0518109 0.0005155 0.0049762 CECR2 27443
ENSG00000072110 2471.48997 -0.2300610 0.0749382 0.0005181 0.0049946 ACTN1 87
ENSG00000167635 7129.12703 0.1724644 0.0535100 0.0005182 0.0049946 ZNF146 7705
ENSG00000115993 9847.86241 -0.1392842 0.0422013 0.0005228 0.0050318 TRAK2 66008
ENSG00000139517 590.55768 -0.4260085 0.1569727 0.0005226 0.0050318 LNX2 222484
ENSG00000059758 8719.40567 0.1877849 0.0592219 0.0005250 0.0050488 CDK17 5128
ENSG00000163697 11594.76958 0.1287592 0.0382405 0.0005295 0.0050890 APBB2 323
ENSG00000197256 157.84548 -0.7330452 0.2939977 0.0005323 0.0051115 KANK2 25959
ENSG00000171094 4355.28637 -0.6067405 0.2388201 0.0005376 0.0051592 ALK 238
ENSG00000153551 368.56831 -0.6471660 0.2565303 0.0005413 0.0051905 CMTM7 112616
ENSG00000116017 6732.02255 -0.1568346 0.0483541 0.0005435 0.0052081 ARID3A 1820
ENSG00000131914 974.82344 -0.8340584 0.3420002 0.0005447 0.0052159 LIN28A 79727
ENSG00000198947 184.07939 -0.6784833 0.2709164 0.0005485 0.0052478 DMD 1756
ENSG00000182103 245.32222 0.7195254 0.2882619 0.0005524 0.0052817 FAM181B 220382
ENSG00000151812 166.87923 -0.7554916 0.3069438 0.0005529 0.0052828 SLC35F4 341880
ENSG00000136383 328.95998 -0.5618354 0.2187740 0.0005545 0.0052940 ALPK3 57538
ENSG00000023697 368.24136 -0.4709703 0.1791538 0.0005595 0.0053374 DERA 51071
ENSG00000197935 142.30730 -0.7441845 0.3009811 0.0005609 0.0053471 ZNF311 282890
ENSG00000039523 7696.92275 -0.1844503 0.0577029 0.0005641 0.0053744 RIPOR1 79567
ENSG00000172965 498.87755 -0.1424490 0.2808781 0.0005646 0.0053750 MIR4435-2HG 541471
ENSG00000137285 75389.22302 0.1394064 0.0432050 0.0005675 0.0053949 TUBB2B 347733
ENSG00000007384 161.80266 -0.9023058 0.3737027 0.0005675 0.0053949 RHBDF1 64285
ENSG00000044524 8659.79491 -0.2731784 0.0933260 0.0005750 0.0054622 EPHA3 2042
ENSG00000110925 10381.45139 0.1488227 0.0458539 0.0005756 0.0054634 CSRNP2 81566
ENSG00000186230 875.72704 0.3322995 0.1176745 0.0005768 0.0054708 ZNF749 388567
ENSG00000071051 3724.58880 0.1892252 0.0600740 0.0005791 0.0054891 NCK2 8440
ENSG00000128849 123.20943 -0.7112494 0.2886158 0.0005806 0.0054990 CGNL1 84952
ENSG00000116830 586.49295 -0.3868476 0.1416984 0.0005839 0.0055220 TTF2 8458
ENSG00000178425 1016.64030 -0.2947320 0.1020274 0.0005837 0.0055220 NT5DC1 221294
ENSG00000129946 8500.95460 -0.1605960 0.0500231 0.0005843 0.0055220 SHC2 25759
ENSG00000279348 4987.16541 0.2361786 0.0771204 0.0005848 0.0055232 NA
ENSG00000115825 1992.37112 -0.7154046 0.2920131 0.0005853 0.0055236 PRKD3 23683
ENSG00000198945 1155.22536 0.3455424 0.1236155 0.0005881 0.0055461 L3MBTL3 84456
ENSG00000166025 8531.61816 0.1900297 0.0608202 0.0005911 0.0055582 AMOTL1 154810
ENSG00000180720 481.99065 -0.5291882 0.2064726 0.0005908 0.0055582 CHRM4 1132
ENSG00000166716 6325.34770 -0.1452261 0.0446894 0.0005905 0.0055582 ZNF592 9640
ENSG00000185361 2784.92818 -0.7757232 0.3183195 0.0005902 0.0055582 TNFAIP8L1 126282
ENSG00000198105 761.24031 0.0132390 0.1414705 0.0005925 0.0055676 ZNF248 57209
ENSG00000273079 1969.92152 0.3891152 0.1422020 0.0005965 0.0056010 GRIN2B 2904
ENSG00000145416 2062.73796 -0.2402287 0.0798229 0.0006004 0.0056342 MARCHF1 55016
ENSG00000154328 1697.54768 -0.2378869 0.0790954 0.0006018 0.0056425 NEIL2 252969
ENSG00000175087 3346.55603 0.2155489 0.0703218 0.0006054 0.0056726 PDIK1L 149420
ENSG00000167232 7064.92005 0.2068123 0.0666862 0.0006081 0.0056939 ZNF91 7644
ENSG00000120685 4692.25343 0.1716605 0.0540422 0.0006102 0.0057094 PROSER1 80209
ENSG00000139112 10014.98576 -0.1503834 0.0464167 0.0006113 0.0057159 GABARAPL1 23710
ENSG00000116044 2996.03429 -0.1932400 0.0621097 0.0006187 0.0057809 NFE2L2 4780
ENSG00000164587 11567.64057 -0.1416770 0.0439796 0.0006200 0.0057886 RPS14 6208
ENSG00000115183 389.41645 -0.4641915 0.1782629 0.0006254 0.0058345 TANC1 85461
ENSG00000144115 693.62027 -0.3951243 0.1469585 0.0006284 0.0058593 THNSL2 55258
ENSG00000145014 1007.38093 0.3233573 0.1150727 0.0006302 0.0058716 TMEM44 93109
ENSG00000153253 26496.66227 0.1310769 0.0400450 0.0006310 0.0058745 SCN3A 6328
ENSG00000223486 260.97722 0.5842198 0.2329873 0.0006329 0.0058886 LINC03053 124905179
ENSG00000165416 7611.66112 -0.1609339 0.0500831 0.0006357 0.0059096 SUGT1 10910
ENSG00000165379 6432.18205 0.2650628 0.0904920 0.0006457 0.0059992 LRFN5 145581
ENSG00000134504 3056.52347 0.1997289 0.0647071 0.0006464 0.0060015 KCTD1 284252
ENSG00000108830 9585.80671 -0.1993138 0.0650824 0.0006481 0.0060125 RND2 8153
ENSG00000132938 2792.84102 0.7922484 0.3332535 0.0006502 0.0060281 MTUS2 23281
ENSG00000189403 17357.23007 0.1249598 0.0382675 0.0006514 0.0060348 HMGB1 3146
ENSG00000155229 6202.74143 -0.1478906 0.0460853 0.0006522 0.0060379 MMS19 64210
ENSG00000147117 158.85484 0.6508512 0.2654168 0.0006532 0.0060425 ZNF157 7712
ENSG00000143442 12237.80164 0.1397456 0.0419239 0.0006539 0.0060455 POGZ 23126
ENSG00000005379 9494.62112 0.1526778 0.0474993 0.0006554 0.0060550 TSPOAP1 9256
ENSG00000117154 990.42622 0.3916980 0.1462701 0.0006593 0.0060861 IGSF21 84966
ENSG00000088448 4490.21532 0.2024235 0.0658907 0.0006611 0.0060987 ANKRD10 55608
ENSG00000005801 6053.93299 0.1617885 0.0508536 0.0006618 0.0061005 ZNF195 7748
ENSG00000159023 12054.74060 0.2020386 0.0658488 0.0006635 0.0061122 EPB41 2035
ENSG00000112406 2719.77445 0.2171997 0.0715959 0.0006680 0.0061495 HECA 51696
ENSG00000106012 4494.15195 0.2192536 0.0726165 0.0006788 0.0062443 IQCE 23288
ENSG00000115392 3027.84080 -0.1973474 0.0642088 0.0006799 0.0062499 FANCL 55120
ENSG00000153233 629.49617 0.4506773 0.1740303 0.0006811 0.0062567 PTPRR 5801
ENSG00000047346 7241.08930 0.1686024 0.0534700 0.0006819 0.0062596 ATOSA 56204
ENSG00000123104 158.16551 -0.6264753 0.2567274 0.0006829 0.0062647 ITPR2 3709
ENSG00000184384 230.73623 -0.8903286 0.3812104 0.0006837 0.0062671 MAML2 84441
ENSG00000198408 18511.25047 0.2070425 0.0679335 0.0006879 0.0063013 OGA 10724
ENSG00000158406 475.81748 -0.6085479 0.2487347 0.0006913 0.0063284 H4C8 8365
ENSG00000021355 116.85323 -0.7500028 0.3151810 0.0006927 0.0063368 SERPINB1 1992
ENSG00000105722 2347.79696 -0.3441243 0.1259167 0.0006942 0.0063464 ERF 2077
ENSG00000116791 1117.27812 -0.3849863 0.1443624 0.0006971 0.0063685 CRYZ 1429
ENSG00000265148 696.31698 0.3531508 0.1298033 0.0007043 0.0064290 TSPOAP1-AS1 100506779
ENSG00000163531 33830.94000 0.1860519 0.0604517 0.0007058 0.0064386 NFASC 23114
ENSG00000177868 2432.72377 0.2049798 0.0670935 0.0007063 0.0064391 SVBP 374969
ENSG00000141570 1989.30535 0.2146176 0.0710873 0.0007112 0.0064791 CBX8 57332
ENSG00000132780 7409.80983 0.1597507 0.0505151 0.0007120 0.0064818 NASP 4678
ENSG00000101052 3039.80489 0.2020316 0.0662584 0.0007144 0.0064988 IFT52 51098
ENSG00000072210 5590.70833 -0.1581376 0.0498976 0.0007186 0.0065327 ALDH3A2 224
ENSG00000197020 452.96505 0.4057506 0.1539293 0.0007205 0.0065450 ZNF100 163227
ENSG00000103160 12790.19776 0.1361480 0.0422200 0.0007250 0.0065813 HSDL1 83693
ENSG00000203930 3105.40742 0.2664090 0.0924862 0.0007283 0.0066066 LINC00632 286411
ENSG00000163964 2969.84099 -0.2012458 0.0661650 0.0007305 0.0066226 PIGX 54965
ENSG00000132463 9319.46376 -0.1470291 0.0461637 0.0007321 0.0066323 GRSF1 2926
ENSG00000141298 8463.91374 0.1698162 0.0542206 0.0007341 0.0066459 SSH2 85464
ENSG00000164076 11803.04437 -0.1650340 0.0527585 0.0007407 0.0066961 CAMKV 79012
ENSG00000152953 1248.09622 -0.3804725 0.1435984 0.0007405 0.0066961 STK32B 55351
ENSG00000164284 3678.00519 -0.1875582 0.0612229 0.0007463 0.0067421 GRPEL2 134266
ENSG00000133216 12674.91955 0.2346323 0.0793809 0.0007489 0.0067612 EPHB2 2048
ENSG00000151376 622.90974 -0.4711283 0.1866620 0.0007497 0.0067636 ME3 10873
ENSG00000197724 8206.69345 0.1519845 0.0481228 0.0007527 0.0067862 PHF2 5253
ENSG00000071242 7791.73355 0.1468464 0.0462006 0.0007537 0.0067909 RPS6KA2 6196
ENSG00000102984 3567.70176 0.1954418 0.0640815 0.0007545 0.0067935 ZNF821 55565
ENSG00000198805 808.58489 -0.3718726 0.1400620 0.0007576 0.0068164 PNP 4860
ENSG00000142065 3268.59196 0.2104261 0.0699811 0.0007612 0.0068443 ZFP14 57677
ENSG00000204128 1476.35755 0.3162157 0.1147104 0.0007633 0.0068564 C2orf72 257407
ENSG00000103942 2713.42078 -0.1925553 0.0631099 0.0007636 0.0068564 HOMER2 9455
ENSG00000132975 123.74363 0.8089310 0.3499127 0.0007725 0.0069314 GPR12 2835
ENSG00000116525 2313.81669 -0.2179720 0.0731932 0.0007745 0.0069442 TRIM62 55223
ENSG00000106070 10958.31217 -0.1364976 0.0428162 0.0007790 0.0069802 GRB10 2887
ENSG00000141622 6739.84257 0.2100706 0.0699911 0.0007800 0.0069844 ARK2C 494470
ENSG00000178187 352.20996 0.4888618 0.1955421 0.0007843 0.0070134 ZNF454 285676
ENSG00000124194 13151.38506 -0.1326458 0.0413752 0.0007843 0.0070134 GDAP1L1 78997
ENSG00000160191 1933.89547 0.2293165 0.0778201 0.0007872 0.0070345 PDE9A 5152
ENSG00000104823 2135.86812 -0.2142161 0.0720012 0.0007890 0.0070460 ECH1 1891
ENSG00000171016 1934.73149 0.3396827 0.1260325 0.0007940 0.0070851 PYGO1 26108
ENSG00000290770 2570.86990 0.2024637 0.0671557 0.0007962 0.0070959 MFSD14CP 84278
ENSG00000068971 10000.49651 -0.1332938 0.0417272 0.0007958 0.0070959 PPP2R5B 5526
ENSG00000110328 1346.57068 -0.3431760 0.1280192 0.0007998 0.0071227 GALNT18 374378
ENSG00000250366 1589.49852 0.2610385 0.0911518 0.0008007 0.0071263 TUNAR 100507043
ENSG00000196972 3539.88267 -0.2139731 0.0718753 0.0008026 0.0071384 SMIM10L2B 644596
ENSG00000172201 12236.40268 0.1988142 0.0656149 0.0008049 0.0071537 ID4 3400
ENSG00000172748 195.36208 0.6162713 0.2587819 0.0008128 0.0072188 ZNF596 169270
ENSG00000004487 22242.08680 0.1136734 0.0351591 0.0008147 0.0072260 KDM1A 23028
ENSG00000139410 304.17991 -0.4909506 0.1980964 0.0008145 0.0072260 SDSL 113675
ENSG00000183960 692.19431 0.5568955 0.2297894 0.0008163 0.0072354 KCNH8 131096
ENSG00000111669 24740.10604 -0.1323821 0.0394790 0.0008181 0.0072418 TPI1 7167
ENSG00000105063 8719.61287 -0.1568300 0.0502689 0.0008179 0.0072418 PPP6R1 22870
ENSG00000115902 7856.80302 0.1558001 0.0497556 0.0008197 0.0072489 SLC1A4 6509
ENSG00000287737 754.86410 0.3442876 0.1284215 0.0008200 0.0072489 NA
ENSG00000169862 18550.53076 0.1924946 0.0635059 0.0008241 0.0072801 CTNND2 1501
ENSG00000140600 1794.21733 0.2767788 0.0984750 0.0008334 0.0073572 SH3GL3 6457
ENSG00000290853 337.97038 0.5997514 0.2521544 0.0008345 0.0073615 NA
ENSG00000115234 7409.63985 -0.1888034 0.0630282 0.0008408 0.0074124 SNX17 9784
ENSG00000162104 6111.09640 -0.1531133 0.0490068 0.0008433 0.0074298 ADCY9 115
ENSG00000076555 129.90206 -0.6903925 0.2977985 0.0008472 0.0074537 ACACB 32
ENSG00000167523 1335.86576 0.2450265 0.0849029 0.0008467 0.0074537 SPATA33 124045
ENSG00000128011 5069.81621 -0.1856741 0.0619861 0.0008497 0.0074708 LRFN1 57622
ENSG00000198825 30753.52445 0.1288096 0.0397285 0.0008576 0.0075348 INPP5F 22876
ENSG00000149257 451.52710 -0.5468492 0.2275545 0.0008613 0.0075623 SERPINH1 871
ENSG00000101974 4815.20635 0.1884890 0.0621809 0.0008626 0.0075688 ATP11C 286410
ENSG00000146066 3000.39885 -0.2191938 0.0749257 0.0008657 0.0075913 HIGD2A 192286
ENSG00000167173 828.41541 -0.2968618 0.1079885 0.0008664 0.0075923 C15orf39 56905
ENSG00000178718 668.88868 -0.3940542 0.1534099 0.0008677 0.0075987 RPP25 54913
ENSG00000099624 3001.77283 -0.2359900 0.0819708 0.0008777 0.0076794 ATP5F1D 513
ENSG00000185252 3395.22603 0.2100306 0.0708898 0.0008781 0.0076794 ZNF74 7625
ENSG00000174282 7242.15244 -0.1515376 0.0486800 0.0008858 0.0077411 ZBTB4 57659
ENSG00000172053 6576.27567 -0.1746230 0.0571099 0.0008931 0.0078000 QARS1 5859
ENSG00000183020 15764.74010 -0.1158354 0.0362951 0.0008970 0.0078290 AP2A2 161
ENSG00000239887 536.60002 -0.4313932 0.1723104 0.0008992 0.0078433 C1orf226 400793
ENSG00000160299 7345.67278 0.1677908 0.0550843 0.0009063 0.0078993 PCNT 5116
ENSG00000073792 9351.14345 -0.1407462 0.0455414 0.0009117 0.0079416 IGF2BP2 10644
ENSG00000102271 6509.29732 -0.6383963 0.2771081 0.0009128 0.0079459 KLHL4 56062
ENSG00000003987 4462.43055 0.1947427 0.0651416 0.0009141 0.0079515 MTMR7 9108
ENSG00000158636 3177.03703 0.1900962 0.0632685 0.0009150 0.0079544 EMSY 56946
ENSG00000185127 3435.00009 -0.2212086 0.0758296 0.0009204 0.0079957 C6orf120 387263
ENSG00000115884 1193.73010 0.2816130 0.1016039 0.0009244 0.0080251 SDC1 6382
ENSG00000143669 7552.60163 0.1576821 0.0510303 0.0009270 0.0080428 LYST 1130
ENSG00000154548 2172.15194 0.2015050 0.0678402 0.0009288 0.0080475 SRSF12 135295
ENSG00000107960 2468.45430 -0.2325388 0.0806736 0.0009287 0.0080475 STN1 79991
ENSG00000171621 822.10584 -0.3798752 0.1482641 0.0009400 0.0081396 SPSB1 80176
ENSG00000126773 13307.46828 0.1337896 0.0426894 0.0009420 0.0081508 PCNX4 64430
ENSG00000129103 6095.47040 -0.1519807 0.0491459 0.0009471 0.0081899 SUMF2 25870
ENSG00000225231 466.32798 0.6797583 0.2984492 0.0009531 0.0082364 LINC02470 NA
ENSG00000174501 1445.41577 0.2982530 0.1098065 0.0009538 0.0082370 ANKRD36C 400986
ENSG00000099617 1537.38224 0.2701148 0.0972946 0.0009659 0.0083360 EFNA2 1943
ENSG00000116852 58117.31468 0.2144562 0.0737798 0.0009667 0.0083376 KIF21B 23046
ENSG00000164663 1121.66347 0.2676431 0.0960325 0.0009698 0.0083534 USP49 25862
ENSG00000178665 1411.11171 0.2715373 0.0979530 0.0009696 0.0083534 ZNF713 349075
ENSG00000198563 6178.33087 0.1766457 0.0584281 0.0009753 0.0083949 DDX39B 7919
ENSG00000034053 14682.58232 0.1749605 0.0578220 0.0009773 0.0084063 APBA2 321
ENSG00000231721 239.99383 -0.5722369 0.2458936 0.0009836 0.0084557 LINC-PINT 378805
ENSG00000078674 20569.12666 0.1430839 0.0460845 0.0009885 0.0084865 PCM1 5108
ENSG00000105355 155.80037 -0.5927699 0.2564216 0.0009883 0.0084865 PLIN3 10226
ENSG00000082497 3762.01076 0.2146810 0.0738545 0.0009908 0.0085008 SERTAD4 56256
ENSG00000175203 14535.82805 -0.1457560 0.0465546 0.0009929 0.0085131 DCTN2 10540
ENSG00000130396 30343.63347 0.1354665 0.0439008 0.0009946 0.0085216 AFDN 4301
ENSG00000180357 14621.36325 0.1499418 0.0486737 0.0009960 0.0085281 ZNF609 23060
ENSG00000109452 1003.95122 -0.4162800 0.1677806 0.0010027 0.0085803 INPP4B 8821
ENSG00000096093 2762.72464 0.1905965 0.0641346 0.0010115 0.0086456 EFHC1 114327
ENSG00000154640 304.01426 -0.4938166 0.2066770 0.0010117 0.0086456 BTG3 10950
ENSG00000174473 808.76365 -0.4118925 0.1661562 0.0010183 0.0086855 GALNTL6 442117
ENSG00000150636 434.51454 -0.4177061 0.1688038 0.0010178 0.0086855 CCDC102B 79839
ENSG00000101115 738.60025 -0.3517497 0.1366142 0.0010179 0.0086855 SALL4 57167
ENSG00000112584 5993.51612 -0.1794030 0.0597748 0.0010192 0.0086871 FAM120B 84498
ENSG00000171314 9770.68757 -0.1444280 0.0466198 0.0010270 0.0087478 PGAM1 5223
ENSG00000113327 1438.23185 -0.2661977 0.0961362 0.0010292 0.0087614 GABRG2 2566
ENSG00000172209 2060.59455 0.3007382 0.1119837 0.0010299 0.0087618 GPR22 2845
ENSG00000115423 439.36884 0.5567117 0.2395408 0.0010321 0.0087749 DNAH6 1768
ENSG00000120868 2858.52464 0.2512583 0.0886362 0.0010339 0.0087781 APAF1 317
ENSG00000125753 947.77327 -0.2725766 0.0995397 0.0010333 0.0087781 VASP 7408
ENSG00000165359 1262.35239 0.2442605 0.0867297 0.0010477 0.0088895 INTS6L 203522
ENSG00000166333 5300.53611 -0.2104279 0.0724311 0.0010484 0.0088902 ILK 3611
ENSG00000110427 5256.41646 0.5075000 0.2184386 0.0010541 0.0089329 KIAA1549L 25758
ENSG00000155158 179.28006 -0.6336020 0.2814200 0.0010559 0.0089420 TTC39B 158219
ENSG00000075391 16222.99812 0.1306915 0.0418048 0.0010620 0.0089716 RASAL2 9462
ENSG00000228956 965.03040 0.3339993 0.1282998 0.0010613 0.0089716 SATB1-AS1 NA
ENSG00000184992 2524.97094 0.2045962 0.0700530 0.0010621 0.0089716 BRI3BP 140707
ENSG00000187676 713.29081 -0.3806815 0.1515276 0.0010617 0.0089716 B3GLCT 145173
ENSG00000152767 16434.92113 0.1522814 0.0499509 0.0010637 0.0089794 FARP1 10160
ENSG00000182141 2979.79275 0.1786435 0.0597042 0.0010671 0.0090020 ZNF708 7562
ENSG00000130224 3300.57908 0.2248504 0.0787136 0.0010692 0.0090078 LRCH2 57631
ENSG00000166130 507.72433 -0.3584857 0.1408434 0.0010691 0.0090078 IKBIP 121457
ENSG00000158286 669.24593 -0.4230809 0.1726602 0.0010709 0.0090164 RNF207 388591
ENSG00000267909 1040.67357 0.3960339 0.1590408 0.0010759 0.0090534 CCDC177 56936
ENSG00000174721 2111.48977 -0.2093162 0.0719920 0.0010781 0.0090657 FGFBP3 143282
ENSG00000184408 4041.90234 -0.2186879 0.0762628 0.0010819 0.0090918 KCND2 3751
ENSG00000073712 3989.44219 -0.2062221 0.0711625 0.0010870 0.0091289 FERMT2 10979
ENSG00000169105 244.82407 -0.5440286 0.2363652 0.0010886 0.0091361 CHST14 113189
ENSG00000170561 18337.00693 0.1271330 0.0406576 0.0010906 0.0091475 IRX2 153572
ENSG00000271254 803.87608 0.3523089 0.1378387 0.0010949 0.0091772 124905564
ENSG00000146072 4870.03477 0.2124826 0.0736430 0.0010976 0.0091941 TNFRSF21 27242
ENSG00000147256 137.40314 -1.1691808 0.5692466 0.0011020 0.0092252 ARHGAP36 158763
ENSG00000164543 606.16791 -0.4164368 0.1711764 0.0011034 0.0092310 STK17A 9263
ENSG00000103257 6235.78090 -0.1411448 0.0459001 0.0011044 0.0092334 SLC7A5 8140
ENSG00000204619 5908.01403 0.1580566 0.0518920 0.0011099 0.0092737 PPP1R11 6992
ENSG00000117598 7944.59350 -0.2703351 0.0989014 0.0011110 0.0092773 PLPPR5 163404
ENSG00000255794 1196.42634 0.3432965 0.1335975 0.0011118 0.0092780 RMST 196475
ENSG00000169258 8977.56569 0.2064489 0.0714096 0.0011187 0.0093296 GPRIN1 114787
ENSG00000188735 2797.32542 -0.1903327 0.0647831 0.0011223 0.0093481 TMEM120B 144404
ENSG00000166446 4581.21107 -0.1727952 0.0579590 0.0011224 0.0093481 CDYL2 124359
ENSG00000163875 10533.49311 0.1304115 0.0419874 0.0011315 0.0094182 MEAF6 64769
ENSG00000153317 9378.54107 -0.1449537 0.0473196 0.0011323 0.0094187 ASAP1 50807
ENSG00000162772 277.18456 -0.7350870 0.3403578 0.0011360 0.0094437 ATF3 467
ENSG00000186448 7091.62082 0.1802757 0.0607789 0.0011414 0.0094824 ZNF197 10168
ENSG00000186448 7091.62082 0.1802757 0.0607789 0.0011414 0.0094824 ZNF197 110354863
ENSG00000163041 15546.14444 0.1364074 0.0448945 0.0011442 0.0094999 H3-3A 3020
ENSG00000061273 2818.71801 0.1879438 0.0639577 0.0011490 0.0095335 HDAC7 51564
ENSG00000025800 6633.22338 -0.1511115 0.0494529 0.0011558 0.0095842 KPNA6 23633
ENSG00000087495 2262.16218 0.2098238 0.0731855 0.0011637 0.0096435 PHACTR3 116154
ENSG00000164062 5921.74130 -0.1858270 0.0640687 0.0011688 0.0096734 APEH 327
ENSG00000165633 3320.29385 -0.3365342 0.1312163 0.0011687 0.0096734 VSTM4 196740
ENSG00000092621 1048.10700 -0.4859723 0.2087921 0.0011777 0.0097409 PHGDH 26227
ENSG00000100911 2229.64614 -0.1930553 0.0662661 0.0011801 0.0097547 PSME2 5721
ENSG00000107338 668.97417 0.3267491 0.1266495 0.0011822 0.0097654 SHB 6461
ENSG00000130402 9170.14139 -0.1449936 0.0475188 0.0011842 0.0097761 ACTN4 81
ENSG00000171132 10954.24546 -0.1515798 0.0504633 0.0011868 0.0097913 PRKCE 5581
ENSG00000101367 14788.80041 0.1304435 0.0422922 0.0011884 0.0097986 MAPRE1 22919
ENSG00000171150 3843.07071 0.1740036 0.0586610 0.0011918 0.0098200 SOCS5 9655
ENSG00000001461 7051.35274 -0.1516781 0.0500931 0.0011930 0.0098240 NIPAL3 57185
ENSG00000145685 321.80518 -0.5751543 0.2570242 0.0011976 0.0098558 LHFPL2 10184
ENSG00000122565 20007.50322 0.1249945 0.0409277 0.0011995 0.0098651 CBX3 11335
ENSG00000151640 10013.21100 0.1467774 0.0482305 0.0012016 0.0098764 DPYSL4 10570
ENSG00000005108 25786.39636 0.1774592 0.0593783 0.0012030 0.0098812 THSD7A 221981
ENSG00000187323 3610.55653 -0.4895356 0.2107581 0.0012075 0.0099120 DCC 1630
ENSG00000109189 5768.04354 -0.1629915 0.0545625 0.0012101 0.0099275 USP46 64854
ENSG00000168564 2069.06262 0.2045994 0.0711551 0.0012152 0.0099627 CDKN2AIP 55602
ENSG00000108518 13718.00251 -0.1664071 0.0562235 0.0012163 0.0099655 PFN1 5216
ENSG00000172687 2746.88239 0.1927995 0.0663448 0.0012202 0.0099914 ZNF738 148203
ENSG00000101680 196.53066 -0.6177340 0.2805706 0.0012232 0.0100101 LAMA1 284217
ENSG00000198420 15998.20523 0.1560902 0.0522828 0.0012282 0.0100448 TCAF1 9747
ENSG00000116157 182.17463 -0.5768421 0.2592298 0.0012298 0.0100512 GPX7 2882
ENSG00000178057 1247.17613 -0.2601329 0.0961230 0.0012319 0.0100621 NDUFAF3 25915
ENSG00000232119 8733.74530 0.1350933 0.0447675 0.0012375 0.0101021 MCTS1 28985
ENSG00000106341 8138.10445 -0.5611215 0.2524019 0.0012494 0.0101925 PPP1R17 10842
ENSG00000072840 174.34268 -0.7279610 0.3430353 0.0012541 0.0102180 EVC 2121
ENSG00000136270 3024.88730 -0.1713594 0.0577871 0.0012538 0.0102180 TBRG4 9238
ENSG00000104067 3719.33872 -0.1642020 0.0555080 0.0012555 0.0102234 TJP1 7082
ENSG00000198794 31876.73313 -0.1346798 0.0437061 0.0012580 0.0102370 SCAMP5 192683
ENSG00000125484 6815.34655 0.1625235 0.0545540 0.0012679 0.0103117 GTF3C4 9329
ENSG00000182253 2535.99274 -0.2321060 0.0836898 0.0012759 0.0103698 SYNM 23336
ENSG00000059804 6104.75314 -0.1755595 0.0598341 0.0012789 0.0103876 SLC2A3 6515
ENSG00000132970 14483.14969 -0.1976552 0.0691917 0.0012854 0.0104347 WASF3 10810
ENSG00000170540 20382.26346 0.1227048 0.0410809 0.0012870 0.0104389 ARL6IP1 23204
ENSG00000140948 6654.21898 0.1817939 0.0622547 0.0012876 0.0104389 ZCCHC14 23174
ENSG00000058063 3172.22783 -0.1877706 0.0647924 0.0012889 0.0104432 ATP11B 23200
ENSG00000137309 11063.32020 -0.1248892 0.0405802 0.0012906 0.0104510 HMGA1 3159
ENSG00000133636 2462.45472 -1.2999394 0.6760472 0.0012947 0.0104775 NTS 4922
ENSG00000176371 2221.95790 0.2348350 0.0846699 0.0012971 0.0104900 ZSCAN2 54993
ENSG00000196220 11024.51142 0.1511549 0.0503453 0.0013033 0.0105293 SRGAP3 9901
ENSG00000110436 15605.41607 0.1828338 0.0627812 0.0013035 0.0105293 SLC1A2 6506
ENSG00000115415 3010.19645 -0.1768122 0.0604769 0.0013080 0.0105591 STAT1 6772
ENSG00000266028 11865.18303 0.1308602 0.0431752 0.0013167 0.0106226 SRGAP2 23380
ENSG00000083312 32702.08509 0.1168083 0.0394847 0.0013195 0.0106324 TNPO1 3842
ENSG00000172466 11546.57073 0.1452593 0.0480592 0.0013188 0.0106324 ZNF24 7572
ENSG00000153250 5677.26300 0.1889461 0.0644657 0.0013214 0.0106408 RBMS1 5937
ENSG00000174233 6768.47968 0.1370980 0.0450037 0.0013255 0.0106641 ADCY6 112
ENSG00000102900 6249.70331 0.2006439 0.0701653 0.0013259 0.0106641 NUP93 9688
ENSG00000090924 6328.76107 0.1867426 0.0645362 0.0013316 0.0107033 PLEKHG2 64857
ENSG00000131023 4080.73357 0.1822194 0.0625901 0.0013350 0.0107240 LATS1 9113
ENSG00000171791 498.39006 0.3738802 0.1531663 0.0013363 0.0107284 BCL2 596
ENSG00000148357 2027.73711 -0.3906400 0.1628554 0.0013406 0.0107560 HMCN2 256158
ENSG00000134030 13663.56872 0.1654788 0.0564222 0.0013447 0.0107822 CTIF 9811
ENSG00000115756 2262.69433 0.3363977 0.1339591 0.0013462 0.0107854 HPCAL1 3241
ENSG00000204228 140.04028 -0.6039781 0.2790218 0.0013467 0.0107854 HSD17B8 7923
ENSG00000164221 4081.57948 0.2239254 0.0803622 0.0013495 0.0107948 CCDC112 153733
ENSG00000198840 29739.23331 -0.1949520 0.0680317 0.0013496 0.0107948 MT-ND3 4537
ENSG00000160446 182.46758 -0.6024207 0.2790976 0.0013541 0.0108244 ZDHHC12 84885
ENSG00000064999 8718.28594 0.2032746 0.0716850 0.0013558 0.0108318 ANKS1A 23294
ENSG00000286099 502.50627 -0.3860530 0.1603616 0.0013628 0.0108749 NA
ENSG00000140632 14215.02086 0.1301088 0.0425128 0.0013629 0.0108749 GLYR1 84656
ENSG00000106211 393.59995 -0.4353141 0.1866532 0.0013679 0.0109085 HSPB1 3315
ENSG00000125170 8551.77797 0.1421761 0.0471948 0.0013704 0.0109179 DOK4 55715
ENSG00000183186 4388.47805 -0.1786689 0.0614819 0.0013708 0.0109179 C2CD4C 126567
ENSG00000130340 2741.09708 -0.2056045 0.0728124 0.0013760 0.0109528 SNX9 51429
ENSG00000196123 12459.72440 0.1440391 0.0482293 0.0013830 0.0110023 MATCAP1 653319
ENSG00000276045 201.29185 -0.5366990 0.2434687 0.0013851 0.0110116 ORAI1 NA
ENSG00000109265 20707.70896 0.1635705 0.0558433 0.0013930 0.0110626 CRACD 57482
ENSG00000135503 13510.01905 0.1441096 0.0487302 0.0013938 0.0110626 ACVR1B 91
ENSG00000054983 4627.83445 0.1572961 0.0530055 0.0013940 0.0110626 GALC 2581
ENSG00000181690 434.53590 -0.4926960 0.2195490 0.0014061 0.0111519 PLAG1 5324
ENSG00000188171 1234.42509 0.2380669 0.0871710 0.0014110 0.0111839 ZNF626 199777
ENSG00000142173 632.06836 -0.4569670 0.2001705 0.0014168 0.0112232 COL6A2 1292
ENSG00000111913 10498.80124 0.1495542 0.0501828 0.0014195 0.0112310 RIPOR2 9750
ENSG00000236753 299.11982 -0.4308506 0.1855517 0.0014204 0.0112310 MKLN1-AS 100506881
ENSG00000100426 6400.88070 0.2004931 0.0706929 0.0014199 0.0112310 ZBED4 9889
ENSG00000293464 368.02366 0.6537260 0.3105007 0.0014228 0.0112370 NA
ENSG00000181019 335.81196 -0.5125992 0.2313802 0.0014222 0.0112370 NQO1 1728
ENSG00000180694 3170.20357 -0.1788447 0.0618285 0.0014346 0.0113233 TMEM64 169200
ENSG00000165097 2562.54962 0.2207686 0.0796809 0.0014421 0.0113752 KDM1B 221656
ENSG00000151789 960.34272 -0.3185476 0.1264494 0.0014514 0.0114348 ZNF385D 79750
ENSG00000213694 120.61189 -0.7064247 0.3419167 0.0014506 0.0114348 S1PR3 1903
ENSG00000187479 180.86578 -0.5459658 0.2506442 0.0014535 0.0114444 C11orf96 387763
ENSG00000085719 4721.39187 0.1652076 0.0562255 0.0014598 0.0114872 CPNE3 8895
ENSG00000170412 651.68335 -0.5225884 0.2384100 0.0014655 0.0115256 GPRC5C 55890
ENSG00000181061 3254.95450 -0.1904444 0.0668019 0.0014711 0.0115553 HIGD1A 25994
ENSG00000119397 924.24780 0.3638682 0.1503890 0.0014710 0.0115553 CNTRL 11064
ENSG00000152558 261.78431 -0.5330925 0.2471590 0.0014738 0.0115699 TMEM123 114908
ENSG00000067840 21686.54127 0.1561127 0.0527245 0.0014855 0.0116551 PDZD4 57595
ENSG00000144040 596.16805 -0.3791118 0.1591882 0.0014887 0.0116729 SFXN5 94097
ENSG00000179387 9960.98785 0.1254920 0.0423033 0.0014952 0.0117168 ELMOD2 255520
ENSG00000164088 275.87326 -0.4383020 0.1914886 0.0014974 0.0117272 PPM1M 132160
ENSG00000068724 1639.06210 0.2432540 0.0903418 0.0015034 0.0117603 TTC7A 57217
ENSG00000137492 4694.44496 0.1817737 0.0633639 0.0015027 0.0117603 THAP12 5612
ENSG00000157379 915.79547 -0.2783225 0.1075287 0.0015109 0.0118117 DHRS1 115817
ENSG00000141756 1473.89786 -0.6191988 0.2972515 0.0015215 0.0118875 FKBP10 60681
ENSG00000184489 893.38705 -0.3784792 0.1592230 0.0015306 0.0119516 PTP4A3 11156
ENSG00000169933 1810.60138 -0.3545269 0.1468727 0.0015345 0.0119751 FRMPD4 9758
ENSG00000167680 7757.75108 -0.1673228 0.0578453 0.0015397 0.0120084 SEMA6B 10501
ENSG00000072832 100591.15305 0.1474193 0.0501203 0.0015509 0.0120881 CRMP1 1400
ENSG00000204138 5062.35609 0.1458066 0.0486955 0.0015550 0.0121135 PHACTR4 65979
ENSG00000186812 3293.69669 0.1725802 0.0598230 0.0015625 0.0121642 ZNF397 84307
ENSG00000007516 6690.40671 0.1749948 0.0609866 0.0015656 0.0121813 BAIAP3 8938
ENSG00000154229 4214.80471 -0.2034213 0.0729809 0.0015667 0.0121825 PRKCA 5578
ENSG00000004534 9566.99608 0.1548014 0.0532496 0.0015873 0.0123219 RBM6 10180
ENSG00000174939 2237.95441 -0.2059996 0.0741420 0.0015874 0.0123219 ASPHD1 253982
ENSG00000101224 5836.64351 0.2022950 0.0724574 0.0015872 0.0123219 CDC25B 994
ENSG00000153291 1695.30299 0.2273957 0.0836214 0.0015904 0.0123374 SLC25A27 9481
ENSG00000163541 4502.62473 -0.1526045 0.0517843 0.0015942 0.0123599 SUCLG1 8802
ENSG00000139998 16394.63456 -0.1230762 0.0405625 0.0015963 0.0123690 RAB15 376267
ENSG00000120784 3144.61597 0.1859110 0.0655145 0.0016019 0.0124048 ZFP30 22835
ENSG00000128581 2961.57530 0.1727574 0.0600417 0.0016066 0.0124275 IFT22 64792
ENSG00000100307 812.48632 -0.2808890 0.1094981 0.0016067 0.0124275 CBX7 23492
ENSG00000132475 37721.84303 0.1053503 0.0345162 0.0016079 0.0124291 H3-3B 3021
ENSG00000131773 1101.93102 -0.2688615 0.1036146 0.0016125 0.0124571 KHDRBS3 10656
ENSG00000183579 937.49744 -0.2733491 0.1060890 0.0016135 0.0124581 ZNRF3 84133
ENSG00000143320 7368.69999 -0.2611295 0.1005044 0.0016150 0.0124622 CRABP2 1382
ENSG00000260804 8910.45251 0.2065931 0.0745692 0.0016294 0.0125654 LINC01963 150967
ENSG00000121741 19587.12068 0.1221109 0.0404201 0.0016380 0.0126245 ZMYM2 7750
ENSG00000198797 2451.54215 0.5786328 0.2745402 0.0016405 0.0126369 BRINP2 57795
ENSG00000130707 17761.22251 -0.9749364 0.5233663 0.0016476 0.0126836 ASS1 445
ENSG00000154917 42089.36753 -0.1011282 0.0328347 0.0016509 0.0127021 RAB6B 51560
ENSG00000279207 2406.09143 0.2273670 0.0838870 0.0016720 0.0128567 NA
ENSG00000153487 1225.03848 0.2410219 0.0907793 0.0016945 0.0130220 ING1 3621
ENSG00000176956 4214.63011 0.1735019 0.0607727 0.0016968 0.0130318 LY6H 4062
ENSG00000134333 9244.98996 -0.2020213 0.0731404 0.0016987 0.0130391 LDHA 3939
ENSG00000177485 5528.10079 0.1398136 0.0473992 0.0017006 0.0130462 ZBTB33 10009
ENSG00000253706 302.63474 -0.4376222 0.1973528 0.0017063 0.0130818 NA
ENSG00000089597 15444.44461 -0.1066249 0.0352572 0.0017256 0.0132223 GANAB 23193
ENSG00000153956 46583.13219 0.1777419 0.0610184 0.0017279 0.0132324 CACNA2D1 781
ENSG00000165259 1261.36559 0.2500607 0.0953502 0.0017319 0.0132554 HDX 139324
ENSG00000134072 2144.89631 -0.2400089 0.0907943 0.0017434 0.0133349 CAMK1 8536
ENSG00000129993 5100.38075 0.2007587 0.0726238 0.0017463 0.0133498 CBFA2T3 863
ENSG00000151229 11566.90172 0.1687582 0.0590767 0.0017484 0.0133580 SLC2A13 114134
ENSG00000003756 11121.09184 0.1227604 0.0411332 0.0017535 0.0133894 RBM5 10181
ENSG00000145022 4282.67054 -0.1692382 0.0593917 0.0017704 0.0135106 TCTA 6988
ENSG00000138030 859.77512 -0.2889786 0.1153166 0.0017728 0.0135204 KHK 3795
ENSG00000164220 287.58346 -0.6511552 0.3274599 0.0017762 0.0135382 F2RL2 2151
ENSG00000289511 220.30633 0.5299750 0.2523888 0.0017772 0.0135382 NA
ENSG00000211445 499.48283 -0.4057884 0.1796384 0.0017965 0.0136776 GPX3 2878
ENSG00000011638 422.52737 -0.3579795 0.1527781 0.0018050 0.0137343 LDAF1 57146
ENSG00000243701 3275.01076 -0.1655511 0.0579724 0.0018082 0.0137504 DUBR 344595
ENSG00000170085 2034.92880 0.1969184 0.0712080 0.0018115 0.0137679 SIMC1 375484
ENSG00000139436 7603.39798 -0.1674449 0.0585678 0.0018183 0.0138115 GIT2 9815
ENSG00000145354 6611.11724 0.1430724 0.0490312 0.0018250 0.0138461 CISD2 493856
ENSG00000064393 21925.97331 0.2071624 0.0758359 0.0018241 0.0138461 HIPK2 28996
ENSG00000163932 284.57200 -0.4350477 0.1975951 0.0018417 0.0139571 PRKCD 5580
ENSG00000146592 2504.31618 -0.5213910 0.2505430 0.0018410 0.0139571 CREB5 9586
ENSG00000248740 146.61772 -0.5968585 0.2975142 0.0018533 0.0140370 LINC02428 NA
ENSG00000158887 275.53873 -0.5213989 0.2499262 0.0018632 0.0141035 MPZ 4359
ENSG00000149557 16798.45026 0.1225570 0.0412872 0.0018758 0.0141758 FEZ1 9638
ENSG00000149557 16798.45026 0.1225570 0.0412872 0.0018758 0.0141758 FEZ1 105369550
ENSG00000122367 476.66050 -1.0072684 0.5640068 0.0018747 0.0141758 LDB3 11155
ENSG00000157617 1571.65644 -0.2909630 0.1165381 0.0018760 0.0141758 C2CD2 25966
ENSG00000164853 4862.85870 0.2202077 0.0820224 0.0018789 0.0141898 UNCX 340260
ENSG00000166845 449.50057 -0.4140087 0.1868671 0.0019084 0.0144038 C18orf54 162681
ENSG00000115486 2237.24488 -0.2031327 0.0747434 0.0019388 0.0146250 GGCX 2677
ENSG00000049449 2233.19037 -0.3096602 0.1277976 0.0019552 0.0147407 RCN1 5954
ENSG00000115464 27152.10370 0.1124941 0.0377655 0.0019568 0.0147440 USP34 9736
ENSG00000159840 4798.87924 -0.1492280 0.0520966 0.0019588 0.0147509 ZYX 7791
ENSG00000175264 4044.73528 0.2065276 0.0763545 0.0019631 0.0147744 CHST1 8534
ENSG00000135829 25073.07868 0.1085811 0.0364697 0.0019760 0.0148632 DHX9 1660
ENSG00000175155 1600.47024 -0.2227758 0.0840860 0.0019788 0.0148756 YPEL2 388403
ENSG00000087074 2550.56278 0.2189505 0.0821168 0.0019828 0.0148968 PPP1R15A 23645
ENSG00000079102 9750.16045 0.4634522 0.2187804 0.0019871 0.0149210 RUNX1T1 862
ENSG00000135999 4653.13420 0.1774893 0.0636084 0.0019915 0.0149457 EPC2 26122
ENSG00000116670 1989.11958 0.2468094 0.0955272 0.0019943 0.0149578 MAD2L2 10459
ENSG00000196150 2939.57584 0.1947374 0.0711752 0.0019974 0.0149725 ZNF250 58500
ENSG00000183098 1091.68466 -0.2438937 0.0944250 0.0020018 0.0149966 GPC6 10082
ENSG00000090776 1633.49360 0.3070833 0.1270171 0.0020062 0.0150214 EFNB1 1947
ENSG00000198556 992.05399 0.2621098 0.1032304 0.0020238 0.0151441 ZNF789 285989
ENSG00000174851 1191.05113 -0.3231321 0.1376818 0.0020260 0.0151526 YIF1A 10897
ENSG00000255136 190.68957 -0.5045611 0.2462071 0.0020336 0.0152002 TPBGL-AS1 NA
ENSG00000117500 3612.78336 -0.1839078 0.0666954 0.0020376 0.0152217 TMED5 50999
ENSG00000101236 5341.07810 0.2487150 0.0970257 0.0020460 0.0152757 RNF24 11237
ENSG00000006118 24558.19835 -0.1242760 0.0433169 0.0020490 0.0152896 TMEM132A 54972
ENSG00000186462 6050.62526 -0.1431739 0.0497803 0.0020538 0.0153162 NAP1L2 4674
ENSG00000189079 6213.72347 0.1630499 0.0577360 0.0020549 0.0153162 ARID2 196528
ENSG00000122515 9523.50243 0.2002872 0.0739626 0.0020628 0.0153661 ZMIZ2 83637
ENSG00000268119 117.53975 2.0457689 1.3695206 0.0020708 0.0154168 105372321
ENSG00000148341 5266.43928 -0.1772979 0.0642079 0.0020739 0.0154316 SH3GLB2 56904
ENSG00000162545 16992.50489 0.1192311 0.0405522 0.0020782 0.0154456 CAMK2N1 55450
ENSG00000081721 2114.23040 0.1866424 0.0678725 0.0020770 0.0154456 DUSP12 11266
ENSG00000161647 3296.55050 0.1984198 0.0731613 0.0020798 0.0154490 MPP3 4356
ENSG00000109107 252.30525 0.5036083 0.2459435 0.0020963 0.0155589 ALDOC 230
ENSG00000065000 17378.15499 -0.1032610 0.0347861 0.0020970 0.0155589 AP3D1 8943
ENSG00000120322 156.82913 -0.6570170 0.3473937 0.0021009 0.0155794 PCDHB8 56128
ENSG00000173894 1634.57310 0.2603907 0.1032079 0.0021073 0.0156178 CBX2 84733
ENSG00000032219 5545.55836 0.1561357 0.0548633 0.0021154 0.0156692 ARID4A 5926
ENSG00000285410 3922.45262 0.1548015 0.0546205 0.0021201 0.0156951 GABPB1-IT1 55056
ENSG00000204267 1182.85745 -0.2687255 0.1079131 0.0021273 0.0157397 TAP2 6891
ENSG00000180543 1447.73098 0.3145343 0.1324394 0.0021402 0.0158262 TSPYL5 85453
ENSG00000115419 15886.45238 -0.1793858 0.0652431 0.0021469 0.0158666 GLS 2744
ENSG00000092051 18397.18598 -0.1633491 0.0582957 0.0021571 0.0159329 JPH4 84502
ENSG00000170681 1484.31983 0.2211768 0.0841752 0.0021680 0.0160041 CAVIN4 347273
ENSG00000102882 4629.06239 -0.1620852 0.0578383 0.0021753 0.0160490 MAPK3 5595
ENSG00000106723 25107.05927 0.1203126 0.0418343 0.0021803 0.0160770 SPIN1 10927
ENSG00000204611 1564.41482 0.2217029 0.0845074 0.0021851 0.0161032 ZNF616 90317
ENSG00000173473 14201.84077 0.1421172 0.0497820 0.0021883 0.0161107 SMARCC1 6599
ENSG00000147027 1284.83313 -0.2783833 0.1134100 0.0021885 0.0161107 TMEM47 83604
ENSG00000111652 2761.00472 -0.2050517 0.0769944 0.0021993 0.0161806 COPS7A 50813
ENSG00000139613 25080.17674 0.1196325 0.0408956 0.0022017 0.0161895 SMARCC2 6601
ENSG00000075035 3065.28239 0.2336489 0.0904158 0.0022048 0.0162031 WSCD2 9671
ENSG00000136451 7381.66133 0.1449777 0.0508288 0.0022092 0.0162260 VEZF1 7716
ENSG00000163040 494.94909 0.3575077 0.1582120 0.0022225 0.0163147 CCDC74A 90557
ENSG00000144161 2599.74927 0.1722931 0.0622154 0.0022249 0.0163236 ZC3H8 84524
ENSG00000144354 332.96623 -0.4929628 0.2433400 0.0022306 0.0163559 CDCA7 83879
ENSG00000197323 11401.71307 0.1597964 0.0575014 0.0022489 0.0164808 TRIM33 51592
ENSG00000120458 1517.45849 0.2112942 0.0799542 0.0022521 0.0164953 MSANTD2 79684
ENSG00000133121 1129.20744 -0.4474400 0.2149505 0.0022563 0.0165139 STARD13 90627
ENSG00000105767 5518.43654 0.1542922 0.0546770 0.0022572 0.0165139 CADM4 199731
ENSG00000072182 23760.01082 -0.1260713 0.0429687 0.0022710 0.0165614 ASIC4 55515
ENSG00000152977 1866.07583 -0.3151971 0.1346312 0.0022727 0.0165614 ZIC1 7545
ENSG00000225733 14847.96909 0.1341620 0.0466949 0.0022731 0.0165614 FGD5-AS1 100505641
ENSG00000009694 7215.49643 -0.4567393 0.2215354 0.0022761 0.0165614 TENM1 10178
ENSG00000254377 4642.71367 0.2327916 0.0903779 0.0022756 0.0165614 MIR124-2HG NA
ENSG00000173281 191.93060 -0.5592501 0.2895250 0.0022703 0.0165614 PPP1R3B 79660
ENSG00000148204 135.61857 -0.6873037 0.3758561 0.0022742 0.0165614 CRB2 286204
ENSG00000197444 1459.68032 -0.2454666 0.0992776 0.0022763 0.0165614 OGDHL 55753
ENSG00000175198 2129.13176 -0.2432116 0.0962296 0.0022756 0.0165614 PCCA 5095
ENSG00000103260 2028.02578 -0.2895591 0.1203935 0.0022719 0.0165614 METRN 79006
ENSG00000105438 8873.15775 -0.1508051 0.0556017 0.0022826 0.0165984 KDELR1 10945
ENSG00000204248 542.36584 0.3825912 0.1738500 0.0022844 0.0166023 COL11A2 1302
ENSG00000117751 4634.08564 0.1438599 0.0502723 0.0022887 0.0166144 PPP1R8 5511
ENSG00000158186 8163.77083 0.1477919 0.0521872 0.0022890 0.0166144 MRAS 22808
ENSG00000136866 1678.85330 0.2088095 0.0788865 0.0022899 0.0166144 ZFP37 7539
ENSG00000110917 11029.05131 -0.1240143 0.0425297 0.0022956 0.0166463 MLEC 9761
ENSG00000136141 2796.72710 -0.1808347 0.0678278 0.0023075 0.0167145 LRCH1 23143
ENSG00000100439 666.75787 -0.3148576 0.1345827 0.0023074 0.0167145 ABHD4 63874
ENSG00000104763 6451.76636 0.1459038 0.0513938 0.0023101 0.0167240 ASAH1 427
ENSG00000173273 18691.27723 0.1345803 0.0467689 0.0023121 0.0167292 TNKS 8658
ENSG00000104427 7997.24671 0.1569633 0.0554203 0.0023162 0.0167497 ZC2HC1A 51101
ENSG00000130382 7304.36642 0.1612283 0.0577030 0.0023194 0.0167633 MLLT1 4298
ENSG00000188070 13471.61795 0.1881403 0.0692768 0.0023480 0.0169464 ZFTA 65998
ENSG00000137727 722.95338 -0.3202686 0.1382697 0.0023462 0.0169464 ARHGAP20 57569
ENSG00000101445 1477.27047 -0.2130408 0.0813235 0.0023486 0.0169464 PPP1R16B 26051
ENSG00000155508 6045.08739 0.1340784 0.0469005 0.0023559 0.0169900 CNOT8 9337
ENSG00000100234 183.20695 -0.8120351 0.4717542 0.0023682 0.0170690 TIMP3 7078
ENSG00000123505 6886.27577 0.1471122 0.0521286 0.0023820 0.0171593 AMD1 262
ENSG00000271474 613.73931 0.3006407 0.1270990 0.0023840 0.0171642 UNC5C-AS1 NA
ENSG00000071054 31089.55307 0.1396432 0.0492209 0.0023868 0.0171754 MAP4K4 9448
ENSG00000163462 4717.85899 0.1699071 0.0615894 0.0023895 0.0171851 TRIM46 80128
ENSG00000123453 149.67255 -0.6331940 0.3454573 0.0024031 0.0172735 SARDH 1757
ENSG00000065559 13516.15418 -0.1300129 0.0453710 0.0024085 0.0173024 MAP2K4 6416
ENSG00000124406 48199.88215 -0.1469993 0.0527818 0.0024127 0.0173236 ATP8A1 10396
ENSG00000162337 826.52751 0.2779044 0.1148976 0.0024336 0.0174637 LRP5 4041
ENSG00000139318 6654.42072 0.2027403 0.0767202 0.0024389 0.0174925 DUSP6 1848
ENSG00000175221 3981.22865 -0.1645727 0.0596560 0.0024428 0.0175109 MED16 10025
ENSG00000055163 32915.38564 0.1213611 0.0421152 0.0024508 0.0175586 CYFIP2 26999
ENSG00000183337 5179.35387 0.1463843 0.0519353 0.0024549 0.0175783 BCOR 54880
ENSG00000155380 3539.06269 -0.1787289 0.0658871 0.0024702 0.0176746 SLC16A1 6566
ENSG00000171467 5334.08644 0.1381719 0.0483438 0.0024711 0.0176746 ZNF318 24149
ENSG00000079462 8468.28869 0.1516490 0.0541876 0.0024766 0.0177049 PAFAH1B3 5050
ENSG00000123213 10587.42386 0.1355944 0.0476234 0.0024887 0.0177769 NLN 57486
ENSG00000162174 2811.34698 0.1682589 0.0613304 0.0024894 0.0177769 ASRGL1 80150
ENSG00000119655 256.38654 -0.4488190 0.2205916 0.0024984 0.0178313 NPC2 10577
ENSG00000162929 6366.02117 0.1535176 0.0550867 0.0025047 0.0178663 SANBR 84542
ENSG00000163468 19708.87647 -0.1154929 0.0400617 0.0025146 0.0179076 CCT3 7203
ENSG00000251493 764.59155 -0.3109816 0.1343635 0.0025128 0.0179076 FOXD1 2297
ENSG00000167191 5207.13875 -0.3912805 0.1868616 0.0025142 0.0179076 GPRC5B 51704
ENSG00000143702 33850.55865 0.1444593 0.0514023 0.0025163 0.0179106 CEP170 9859
ENSG00000119632 1055.39507 -0.3924774 0.1863519 0.0025209 0.0179336 IFI27L2 83982
ENSG00000124587 1983.96719 -0.1957907 0.0739143 0.0025313 0.0179973 PEX6 5190
ENSG00000157557 4932.34515 0.2274944 0.0891590 0.0025336 0.0180043 ETS2 2114
ENSG00000162650 5131.65197 0.1530719 0.0550181 0.0025477 0.0180851 ATXN7L2 127002
ENSG00000120837 3080.29428 0.1608634 0.0583151 0.0025467 0.0180851 NFYB 4801
ENSG00000131437 22985.44990 0.1704308 0.0618996 0.0025531 0.0181136 KIF3A 11127
ENSG00000177888 5341.38451 0.1408247 0.0500240 0.0025597 0.0181366 ZBTB41 360023
ENSG00000077254 15563.69607 0.1237428 0.0433374 0.0025582 0.0181366 USP33 23032
ENSG00000153707 16996.19770 0.1180281 0.0409875 0.0025605 0.0181366 PTPRD 5789
ENSG00000138279 1905.44465 -0.2467924 0.0994350 0.0025845 0.0182968 ANXA7 310
ENSG00000163029 6916.11660 -0.1950838 0.0739442 0.0025949 0.0183600 SMC6 79677
ENSG00000139350 564.77545 -0.3063873 0.1307258 0.0026014 0.0183963 NEDD1 121441
ENSG00000196776 33995.56970 -0.3752955 0.1751557 0.0026105 0.0184509 CD47 961
ENSG00000078177 6167.29366 0.1490082 0.0541819 0.0026281 0.0185454 N4BP2 55728
ENSG00000197951 1403.18439 0.2277509 0.0896310 0.0026272 0.0185454 ZNF71 58491
ENSG00000171827 2346.46605 0.1770942 0.0656647 0.0026278 0.0185454 ZNF570 148268
ENSG00000114541 621.31897 0.4563110 0.2292398 0.0026318 0.0185615 FRMD4B 23150
ENSG00000176595 4566.39796 0.1633270 0.0592471 0.0026370 0.0185881 KBTBD11 9920
ENSG00000115524 28014.83896 0.1118498 0.0386267 0.0026540 0.0186979 SF3B1 23451
ENSG00000101290 20312.35777 -0.1059764 0.0367493 0.0026678 0.0187847 CDS2 8760
ENSG00000130477 23420.12985 -0.1000610 0.0346509 0.0026747 0.0188233 UNC13A 23025
ENSG00000088899 9174.98546 -0.1488107 0.0540325 0.0026862 0.0188944 LZTS3 9762
ENSG00000179935 268.04464 0.4654638 0.2355045 0.0026919 0.0189243 LINC00652 NA
ENSG00000110987 7723.05154 0.1565431 0.0568089 0.0027121 0.0190560 BCL7A 605
ENSG00000134363 140.42910 -0.8711106 0.5450592 0.0027220 0.0191155 FST 10468
ENSG00000102096 1009.60500 -0.2873530 0.1228290 0.0027258 0.0191316 PIM2 11040
ENSG00000148672 6506.96545 -0.1333053 0.0473251 0.0027290 0.0191441 GLUD1 2746
ENSG00000225783 41349.74391 0.1778269 0.0667833 0.0027474 0.0192625 MIAT 440823
ENSG00000160803 9574.34363 0.1368651 0.0487349 0.0027492 0.0192649 UBQLN4 56893
ENSG00000180537 330.66953 -0.4519370 0.2298881 0.0027581 0.0193168 RNF182 221687
ENSG00000132510 8910.26445 0.1750311 0.0653286 0.0027856 0.0194990 KDM6B 23135
ENSG00000172007 1306.39943 -0.2215531 0.0874579 0.0027898 0.0195184 RAB33B 83452
ENSG00000155363 267.22303 -0.4793679 0.2489309 0.0027970 0.0195477 MOV10 4343
ENSG00000233927 7024.47314 -0.1592211 0.0576364 0.0027959 0.0195477 RPS28 6234
ENSG00000168765 340.41565 -0.4508425 0.2289362 0.0028095 0.0196244 GSTM4 2948
ENSG00000250320 1602.10557 0.3315515 0.1499776 0.0028302 0.0197586 EDIL3-DT 105379057
ENSG00000015475 1341.93710 0.2285735 0.0910653 0.0028369 0.0197946 BID 637
ENSG00000178921 3617.43011 -0.1505868 0.0547953 0.0028448 0.0198397 PFAS 5198
ENSG00000114923 4319.49086 0.1622434 0.0594126 0.0028480 0.0198410 SLC4A3 6508
ENSG00000006451 7074.35875 -0.1256997 0.0445752 0.0028476 0.0198410 RALA 5898
ENSG00000181191 8859.12945 0.1195432 0.0419187 0.0028657 0.0199535 PJA1 64219
ENSG00000165886 527.20594 -0.3558115 0.1659155 0.0028682 0.0199603 UBTD1 80019
ENSG00000162670 2832.44480 0.4932382 0.2611657 0.0028745 0.0199935 BRINP3 339479
ENSG00000169855 24947.63626 0.1746191 0.0652838 0.0028780 0.0200070 ROBO1 6091
ENSG00000172216 174.50274 -0.5342646 0.2912010 0.0028823 0.0200264 CEBPB 1051
ENSG00000151292 4980.18924 -0.1534192 0.0560322 0.0028918 0.0200821 CSNK1G3 1456
ENSG00000292998 195.10618 -0.4908978 0.2620406 0.0029258 0.0203074 MIR3171HG 728755
ENSG00000102053 1090.17791 0.2659096 0.1118049 0.0029290 0.0203184 ZC3H12B 340554
ENSG00000162923 14956.16383 0.1048765 0.0365909 0.0029442 0.0204132 WDR26 80232
ENSG00000196482 484.13697 -0.3863509 0.1874525 0.0029467 0.0204190 ESRRG 2104
ENSG00000129194 222.22477 -0.4594158 0.2384879 0.0029481 0.0204190 SOX15 6665
ENSG00000113763 1751.39130 -0.2781240 0.1195145 0.0029689 0.0205409 UNC5A 90249
ENSG00000141562 5723.64070 0.1978639 0.0763045 0.0029688 0.0205409 NARF 26502
ENSG00000163618 18752.30008 -0.1345846 0.0483381 0.0029737 0.0205634 CADPS 8618
ENSG00000052841 6253.86698 0.1335208 0.0479103 0.0029806 0.0206004 TTC17 55761
ENSG00000250091 1902.64050 0.3063246 0.1360066 0.0030037 0.0207493 DNAH10OS 642797
ENSG00000164054 14136.76966 -0.1422745 0.0519164 0.0030180 0.0208366 SHISA5 51246
ENSG00000168481 347.97884 0.3978680 0.1959257 0.0030321 0.0209234 LGI3 203190
ENSG00000156030 1910.54335 -0.2151417 0.0853894 0.0030340 0.0209250 MIDEAS 91748
ENSG00000136842 384.72363 -0.1175319 0.2213632 0.0030453 0.0209919 TMOD1 7111
ENSG00000177106 201.60716 0.4540297 0.2351528 0.0030508 0.0210193 EPS8L2 64787
ENSG00000186409 1292.70806 0.2197297 0.0875968 0.0030583 0.0210596 CCDC30 728621
ENSG00000081386 3636.18289 0.1632937 0.0607558 0.0030605 0.0210639 ZNF510 22869
ENSG00000130702 7486.31015 -0.1816035 0.0691950 0.0030689 0.0211106 LAMA5 3911
ENSG00000250903 322.70520 -0.4381165 0.2255796 0.0030765 0.0211405 GMDS-DT NA
ENSG00000139636 3988.48238 0.2011101 0.0783244 0.0030755 0.0211405 LMBR1L 55716
ENSG00000127837 6603.15641 -0.1498819 0.0553806 0.0030869 0.0212013 AAMP 14
ENSG00000197930 4801.65986 0.1412490 0.0512575 0.0031022 0.0212949 ERO1A 30001
ENSG00000285973 246.93513 -0.5176786 0.2855010 0.0031092 0.0213321 NA
ENSG00000057019 9887.94387 0.1767253 0.0670750 0.0031174 0.0213770 DCBLD2 131566
ENSG00000116539 6225.04545 0.1709174 0.0640686 0.0031326 0.0214478 ASH1L 55870
ENSG00000135778 3336.41785 -0.1626769 0.0615294 0.0031297 0.0214478 NTPCR 84284
ENSG00000105856 1686.52651 -0.2744211 0.1181993 0.0031319 0.0214478 HBP1 26959
ENSG00000163602 6871.99196 0.1369404 0.0500933 0.0031383 0.0214752 RYBP 23429
ENSG00000100796 6877.17867 0.1358498 0.0491315 0.0031459 0.0215161 PPP4R3A 55671
ENSG00000130312 2495.19211 -0.2042960 0.0803585 0.0031639 0.0216279 MRPL34 64981
ENSG00000151892 9268.00183 -0.1964952 0.0763260 0.0031859 0.0217668 GFRA1 2674
ENSG00000140807 3277.44333 -0.1626799 0.0609123 0.0032052 0.0218876 NKD1 85407
ENSG00000196116 684.99973 -0.2809123 0.1224837 0.0032086 0.0218992 TDRD7 23424
ENSG00000166441 13961.08936 -0.1057176 0.0379956 0.0032138 0.0219236 RPL27A 6157
ENSG00000187391 4544.21118 0.1751939 0.0668532 0.0032184 0.0219434 MAGI2 9863
ENSG00000165704 1887.01058 -0.2147415 0.0859789 0.0032398 0.0220777 HPRT1 3251
ENSG00000137573 3191.54689 0.5519863 0.3146321 0.0032434 0.0220910 SULF1 23213
ENSG00000230124 3998.67770 0.1493159 0.0551325 0.0032525 0.0221411 ACBD6 84320
ENSG00000230124 3998.67770 0.1493159 0.0551325 0.0032525 0.0221411 ACBD6 100527964
ENSG00000112972 58657.94454 0.1600133 0.0607126 0.0032558 0.0221522 HMGCS1 3157
ENSG00000165959 122.29680 -0.6093393 0.3642778 0.0032579 0.0221551 CLMN 79789
ENSG00000123992 1247.38684 -0.2209620 0.0893762 0.0032714 0.0222352 DNPEP 23549
ENSG00000048392 2930.34014 -0.1958676 0.0766333 0.0032733 0.0222367 RRM2B 50484
ENSG00000105409 4489.41839 -0.2198200 0.0891598 0.0032877 0.0223230 ATP1A3 478
ENSG00000159086 3397.88934 0.1661159 0.0630529 0.0032953 0.0223628 PAXBP1 94104
ENSG00000168090 6317.82117 -0.1282914 0.0465823 0.0033148 0.0224837 COPS6 10980
ENSG00000168389 378.72810 0.3973698 0.1997767 0.0033187 0.0224985 MFSD2A 84879
ENSG00000179041 474.81512 -0.3232197 0.1496689 0.0033233 0.0225179 RRS1 23212
ENSG00000181904 8961.93871 0.1312774 0.0475901 0.0033278 0.0225368 C5orf24 134553
ENSG00000185950 4091.09915 -0.2282124 0.0935789 0.0033402 0.0226092 IRS2 8660
ENSG00000100994 17205.96530 -0.1157765 0.0405071 0.0033668 0.0227776 PYGB 5834
ENSG00000100804 8743.79974 -0.1468290 0.0542095 0.0033758 0.0228265 PSMB5 5693
ENSG00000053438 199215.20831 0.0764960 0.0304862 0.0033850 0.0228773 NNAT 4826
ENSG00000165943 16847.49547 -0.1153672 0.0406236 0.0033892 0.0228940 MOAP1 64112
ENSG00000196739 12856.25071 -0.6806181 0.4394962 0.0034015 0.0229647 COL27A1 85301
ENSG00000088682 1854.34257 0.1953751 0.0766936 0.0034046 0.0229743 COQ9 57017
ENSG00000101126 19938.75535 0.1009062 0.0356934 0.0034105 0.0230018 ADNP 23394
ENSG00000213965 165.64484 -0.5602089 0.3295637 0.0034149 0.0230201 NUDT19 390916
ENSG00000109756 11497.83349 0.3700146 0.1822102 0.0034315 0.0231196 RAPGEF2 9693
ENSG00000196935 6949.04364 0.4192352 0.2171493 0.0034365 0.0231419 SRGAP1 57522
ENSG00000197063 4140.70832 -0.1637712 0.0616040 0.0034410 0.0231602 MAFG 4097
ENSG00000198440 1708.19192 0.2140592 0.0863139 0.0034509 0.0232151 ZNF583 147949
ENSG00000197157 11493.60249 -0.1061235 0.0379847 0.0034639 0.0232782 SND1 27044
ENSG00000111218 1068.61577 -0.2237395 0.0925521 0.0034630 0.0232782 PRMT8 56341
ENSG00000114054 2204.44813 -0.1740409 0.0667434 0.0034687 0.0232985 PCCB 5096
ENSG00000153531 635.17943 -0.2926139 0.1318173 0.0034821 0.0233768 ADPRHL1 113622
ENSG00000110318 3209.61515 -0.1927009 0.0758389 0.0034917 0.0234289 CEP126 57562
ENSG00000166073 1071.84371 -0.2637843 0.1145065 0.0035058 0.0235118 GPR176 11245
ENSG00000108107 11506.34480 -0.1439661 0.0538168 0.0035137 0.0235529 RPL28 6158
ENSG00000188917 403.76248 -0.3473067 0.1682370 0.0035257 0.0236210 TRMT2B 79979
ENSG00000050628 3975.44933 0.2399822 0.1003216 0.0035308 0.0236431 PTGER3 5733
ENSG00000089351 8009.42388 -0.1255541 0.0456979 0.0035446 0.0237237 GRAMD1A 57655
ENSG00000143061 8753.61354 -0.1731009 0.0669061 0.0035605 0.0238179 IGSF3 3321
ENSG00000101384 591.72701 -0.3246557 0.1535276 0.0035626 0.0238197 JAG1 182
ENSG00000157106 15067.85713 0.1665757 0.0626408 0.0035676 0.0238410 SMG1 23049
ENSG00000173848 1470.83926 -0.2277974 0.0942063 0.0035787 0.0239032 NET1 10276
ENSG00000181449 299.14454 -0.6220678 0.3917629 0.0035936 0.0239904 SOX2 6657
ENSG00000230269 267.40153 -0.4679728 0.2605830 0.0035978 0.0239939 LINC02525 NA
ENSG00000052749 2535.35540 -0.1827010 0.0711866 0.0035972 0.0239939 RRP12 23223
ENSG00000182916 2040.28658 -0.5161825 0.3011949 0.0036021 0.0240105 TCEAL7 56849
ENSG00000132688 35656.56566 -0.3451073 0.1516501 0.0036046 0.0240150 NES 10763
ENSG00000211460 6296.20388 0.1311447 0.0481057 0.0036524 0.0242961 TSN 7247
ENSG00000095321 5212.55494 -0.1789935 0.0696267 0.0036487 0.0242961 CRAT 1384
ENSG00000236287 6937.88289 0.1387141 0.0512962 0.0036510 0.0242961 ZBED5 58486
ENSG00000177613 4195.24960 0.1544044 0.0581424 0.0036555 0.0243048 CSTF2T 23283
ENSG00000155846 1555.35282 -0.2444896 0.1039484 0.0036576 0.0243064 PPARGC1B 133522
ENSG00000116661 2497.62567 -0.2036875 0.0815784 0.0036619 0.0243227 FBXO2 26232
ENSG00000291317 307.93356 -0.3846449 0.1965571 0.0036655 0.0243342 TMEM276 84773
ENSG00000156687 3281.97424 0.2918406 0.1324010 0.0036851 0.0244519 UNC5D 137970
ENSG00000140564 2390.33492 -0.1693404 0.0652766 0.0036879 0.0244577 FURIN 5045
ENSG00000239911 565.80589 -0.4010050 0.2083006 0.0036938 0.0244846 PRKAG2-AS1 NA
ENSG00000168461 2372.68097 0.2787460 0.1245073 0.0037022 0.0245277 RAB31 11031
ENSG00000101846 3622.26422 -0.2009028 0.0810223 0.0037088 0.0245595 STS 412
ENSG00000228400 389.30167 0.3689633 0.1849857 0.0037190 0.0246017 CNTNAP5-DT 107985820
ENSG00000130511 4738.55812 -0.1418436 0.0521328 0.0037181 0.0246017 SSBP4 170463
ENSG00000134780 4987.35038 -0.1302155 0.0483658 0.0037234 0.0246185 DAGLA 747
ENSG00000116560 27859.42972 0.0940072 0.0334767 0.0037397 0.0247095 SFPQ 6421
ENSG00000077080 6390.20393 0.1528476 0.0576342 0.0037409 0.0247095 ACTL6B 51412
ENSG00000204764 1757.64856 0.2398980 0.1016719 0.0037589 0.0247910 RANBP17 64901
ENSG00000147381 14727.17063 -0.1360669 0.0504148 0.0037571 0.0247910 MAGEA4 4103
ENSG00000178184 463.58680 0.3745866 0.1899589 0.0037588 0.0247910 PARD6G 84552
ENSG00000140265 5348.39260 0.1329195 0.0490712 0.0037692 0.0248465 ZSCAN29 146050
ENSG00000225206 836.44991 -0.2613594 0.1143838 0.0037712 0.0248474 MIR137HG 400765
ENSG00000225206 836.44991 -0.2613594 0.1143838 0.0037712 0.0248474 MIR137HG 124904228
ENSG00000115540 5392.46052 0.1456241 0.0545749 0.0038116 0.0251010 MOB4 25843
ENSG00000119787 7574.38596 -0.1515162 0.0580395 0.0038215 0.0251532 ATL2 64225
ENSG00000138376 112.61350 -0.6815300 0.4615874 0.0038326 0.0252139 BARD1 580
ENSG00000067064 11159.90043 0.1426943 0.0533811 0.0038403 0.0252420 IDI1 3422
ENSG00000111664 1341.31825 0.2034836 0.0822358 0.0038408 0.0252420 GNB3 2784
ENSG00000187068 9014.25494 0.1312891 0.0484606 0.0038467 0.0252558 C3orf70 285382
ENSG00000184939 10188.56365 0.1239857 0.0455841 0.0038464 0.0252558 ZFP90 146198
ENSG00000126461 8494.03901 -0.1463106 0.0539899 0.0038722 0.0254102 SCAF1 58506
ENSG00000197121 31026.00167 0.1634291 0.0622617 0.0038993 0.0255755 PGAP1 80055
ENSG00000132950 1386.38930 0.2024268 0.0820217 0.0039354 0.0257993 ZMYM5 9205
ENSG00000138311 453.64410 -0.3214668 0.1543490 0.0039416 0.0258271 ZNF365 22891
ENSG00000171817 1450.97764 0.2369078 0.1008132 0.0039492 0.0258643 ZNF540 163255
ENSG00000060718 456.61580 -0.2464941 2.7811396 0.0039626 0.0259128 COL11A1 1301
ENSG00000172348 7172.40078 0.2009617 0.0813441 0.0039612 0.0259128 RCAN2 10231
ENSG00000180011 1896.31281 -0.2309952 0.0976108 0.0039613 0.0259128 PTGR3 284273
ENSG00000065526 14764.54968 0.1570278 0.0600016 0.0039809 0.0260196 SPEN 23013
ENSG00000067182 1236.99035 -0.2355669 0.1003871 0.0039949 0.0260979 TNFRSF1A 7132
ENSG00000172985 1325.61983 -0.2280749 0.0961930 0.0039999 0.0261177 SH3RF3 344558
ENSG00000152492 26265.77785 -0.1730276 0.0718674 0.0040153 0.0262053 CCDC50 152137
ENSG00000119707 11994.82133 0.1146997 0.0418663 0.0040353 0.0263229 RBM25 58517
ENSG00000019144 5556.34426 0.1905254 0.0761924 0.0040440 0.0263534 PHLDB1 23187
ENSG00000165572 9199.60834 0.1208141 0.0441677 0.0040435 0.0263534 KBTBD6 89890
ENSG00000185658 10126.44964 0.1276023 0.0471548 0.0040643 0.0264722 BRWD1 54014
ENSG00000021300 213.09683 -0.4479742 0.2543433 0.0040756 0.0265331 PLEKHB1 58473
ENSG00000100139 5542.50323 -0.1246365 0.0472851 0.0040883 0.0266021 MICALL1 85377
ENSG00000136720 7636.14042 -0.1749160 0.0689477 0.0040953 0.0266212 HS6ST1 9394
ENSG00000077264 15754.78400 -0.1652670 0.0641511 0.0040951 0.0266212 PAK3 5063
ENSG00000183828 948.86763 -0.2604262 0.1158057 0.0041014 0.0266479 NUDT14 256281
ENSG00000143924 10901.66758 -0.1243173 0.0460482 0.0041094 0.0266822 EML4 27436
ENSG00000179277 1055.94644 -0.2230876 0.0939111 0.0041107 0.0266822 MEIS3P1 NA
ENSG00000197451 10826.67587 0.1128735 0.0412705 0.0041129 0.0266828 HNRNPAB 3182
ENSG00000136044 1558.21865 0.2064416 0.0846792 0.0041182 0.0267043 APPL2 55198
ENSG00000100065 320.53316 -0.3689285 0.1906218 0.0041210 0.0267091 CARD10 29775
ENSG00000136156 16712.68806 -0.1492561 0.0570949 0.0041270 0.0267351 ITM2B 9445
ENSG00000197183 18395.01120 0.1503981 0.0569640 0.0041511 0.0268777 NOL4L 140688
ENSG00000092607 199.35731 -0.4432536 0.2535287 0.0041686 0.0269739 TBX15 6913
ENSG00000198324 1857.10503 0.2247448 0.0935386 0.0041701 0.0269739 PHETA1 144717
ENSG00000117592 3559.28390 -0.1729014 0.0680340 0.0041968 0.0271336 PRDX6 9588
ENSG00000228794 10863.63053 0.1370336 0.0517360 0.0042036 0.0271642 LINC01128 643837
ENSG00000159713 682.00889 -0.3174418 0.1542531 0.0042098 0.0271909 TPPP3 51673
ENSG00000069424 7053.40714 -0.1846485 0.0739472 0.0042150 0.0272110 KCNAB2 8514
ENSG00000289047 4587.19107 0.1502529 0.0579652 0.0042205 0.0272242 100294145
ENSG00000119596 16332.30360 0.1389998 0.0530723 0.0042212 0.0272242 YLPM1 56252
ENSG00000117724 475.34658 -0.4469133 0.2562077 0.0042266 0.0272318 CENPF 1063
ENSG00000068615 27598.10394 0.1114187 0.0406574 0.0042252 0.0272318 REEP1 65055
ENSG00000135111 686.47166 -0.4319595 0.2427640 0.0042451 0.0273381 TBX3 6926
ENSG00000079739 1359.85931 -0.2318890 0.1012374 0.0042504 0.0273546 PGM1 5236
ENSG00000129244 5473.42315 -0.1718525 0.0678928 0.0042519 0.0273546 ATP1B2 482
ENSG00000134744 7995.97506 0.1224601 0.0453954 0.0042590 0.0273867 TUT4 23318
ENSG00000049246 787.92980 -0.2681640 0.1212654 0.0042652 0.0274135 PER3 8863
ENSG00000127824 3643.34249 -0.4608708 0.2715599 0.0042998 0.0276221 TUBA4A 7277
ENSG00000103494 3029.14559 0.1926376 0.0779762 0.0043022 0.0276244 RPGRIP1L 23322
ENSG00000007372 307.61006 -0.4423234 0.2551061 0.0043056 0.0276322 PAX6 5080
ENSG00000186017 1786.65705 0.2096926 0.0871345 0.0043240 0.0277371 ZNF566 84924
ENSG00000146267 9244.39612 0.1530091 0.0581778 0.0043263 0.0277385 FAXC 84553
ENSG00000176871 13025.37912 0.1506333 0.0576497 0.0043389 0.0277782 WSB2 55884
ENSG00000141179 1445.02124 -0.2369972 0.1025685 0.0043385 0.0277782 PCTP 58488
ENSG00000105655 6661.56179 -0.1300247 0.0482938 0.0043353 0.0277782 ISYNA1 51477
ENSG00000128487 3012.60893 0.2215998 0.0936407 0.0043466 0.0278143 SPECC1 92521
ENSG00000158985 2268.98571 0.1819297 0.0730049 0.0043491 0.0278166 CDC42SE2 56990
ENSG00000147274 22658.17100 0.0971153 0.0371333 0.0043628 0.0278766 RBMX 27316
ENSG00000142279 339.51839 0.3716389 0.1948211 0.0043624 0.0278766 WTIP 126374
ENSG00000176340 1925.53580 -0.3177933 0.1540058 0.0043871 0.0280081 COX8A 1351
ENSG00000160190 9822.65507 0.1327613 0.0505262 0.0043876 0.0280081 SLC37A1 54020
ENSG00000161996 666.63095 0.2743245 0.1258027 0.0043909 0.0280153 WDR90 197335
ENSG00000099365 12434.96478 -0.1181318 0.0437943 0.0043939 0.0280208 STX1B 112755
ENSG00000156515 43064.38073 -0.1351463 0.0510874 0.0044045 0.0280752 HK1 3098
ENSG00000156395 3586.20874 0.2328401 0.1000476 0.0044102 0.0280975 SORCS3 22986
ENSG00000163482 3645.65008 0.1741524 0.0690320 0.0044236 0.0281696 STK36 27148
ENSG00000120251 5263.45239 -0.2481874 0.1102161 0.0044483 0.0283129 GRIA2 2891
ENSG00000146386 935.13621 0.2482526 0.1096524 0.0044505 0.0283133 ABRACL 58527
ENSG00000198431 9643.50267 0.1239343 0.0462818 0.0044591 0.0283538 TXNRD1 7296
ENSG00000170549 2246.70670 -0.2448227 0.1079017 0.0044632 0.0283666 IRX1 79192
ENSG00000136531 15635.44138 0.1211922 0.0464571 0.0044682 0.0283846 SCN2A 6326
ENSG00000124493 2761.93286 -0.2615180 0.1183499 0.0044838 0.0284695 GRM4 2914
ENSG00000100412 12454.11959 -0.1091508 0.0402388 0.0044894 0.0284915 ACO2 50
ENSG00000117155 2394.30217 -0.2449979 0.1080760 0.0045149 0.0286397 SSX2IP 117178
ENSG00000160145 16468.27817 0.1607062 0.0621628 0.0045263 0.0286866 KALRN 8997
ENSG00000112033 1714.86606 -0.1908294 0.0778077 0.0045267 0.0286866 PPARD 5467
ENSG00000134247 1362.07515 -0.2342310 0.1020051 0.0045646 0.0289127 PTGFRN 5738
ENSG00000183090 293.80878 0.4504165 0.2644567 0.0045836 0.0290190 FREM3 166752
ENSG00000106261 15280.02666 0.1381752 0.0525544 0.0046254 0.0292699 ZKSCAN1 7586
ENSG00000186868 85449.61064 0.1435651 0.0541597 0.0046277 0.0292700 MAPT 4137
ENSG00000102996 8307.03997 -0.1148936 0.0431399 0.0046367 0.0293128 MMP15 4324
ENSG00000140937 1442.33555 0.2989177 0.1439504 0.0046395 0.0293168 CDH11 1009
ENSG00000196912 475.94229 0.3113027 0.1524301 0.0046467 0.0293478 ANKRD36B 57730
ENSG00000204271 3942.00534 0.1437290 0.0554405 0.0046947 0.0296367 SPIN3 169981
ENSG00000140450 1739.81165 -0.1980753 0.0820683 0.0047009 0.0296613 ARRDC4 91947
ENSG00000125686 9521.63774 0.1246635 0.0468702 0.0047222 0.0297818 MED1 5469
ENSG00000183775 2230.02813 -0.2158475 0.0936774 0.0047292 0.0298117 KCTD16 57528
ENSG00000109466 3595.80522 0.1703623 0.0677631 0.0047569 0.0299677 KLHL2 11275
ENSG00000198719 1828.92229 -0.2458651 0.1098774 0.0047608 0.0299677 DLL1 28514
ENSG00000157680 7850.08037 0.1212442 0.0454915 0.0047590 0.0299677 DGKI 9162
ENSG00000135052 14195.28820 0.1192643 0.0445189 0.0047687 0.0299912 GOLM1 51280
ENSG00000290901 365.08836 -0.4905666 0.3129366 0.0047691 0.0299912 NA
ENSG00000060339 9199.40728 0.1288820 0.0486932 0.0047883 0.0300971 CCAR1 55749
ENSG00000065615 3555.65332 0.1598236 0.0627142 0.0048329 0.0303632 CYB5R4 51167
ENSG00000065615 3555.65332 0.1598236 0.0627142 0.0048329 0.0303632 CYB5R4 123956252
ENSG00000135905 159.37523 -0.4464176 0.2707731 0.0048548 0.0304859 DOCK10 55619
ENSG00000182601 333.55010 -0.4013144 0.2270251 0.0048591 0.0304983 HS3ST4 9951
ENSG00000267414 124.06817 0.5100738 0.3320923 0.0048856 0.0306499 SETBP1-DT 101927943
ENSG00000108852 9892.80301 -0.1219243 0.0458354 0.0048927 0.0306800 MPP2 4355
ENSG00000213719 5361.76711 -0.4801996 0.3051341 0.0049018 0.0307077 CLIC1 1192
ENSG00000157450 5554.89142 0.1442526 0.0558230 0.0049014 0.0307077 RNF111 54778
ENSG00000151150 39524.05647 0.1852494 0.0758906 0.0049484 0.0309845 ANK3 288
ENSG00000082258 7515.91439 0.1204641 0.0449669 0.0049792 0.0311487 CCNT2 905
ENSG00000258072 176.70272 -0.4554689 0.2819288 0.0049793 0.0311487 NA
ENSG00000105379 861.95179 0.3073647 0.1522153 0.0049843 0.0311647 ETFB 2109
ENSG00000153823 1045.57441 0.2218384 0.0960777 0.0049882 0.0311745 PID1 55022
ENSG00000092850 263.15908 0.3987894 0.2266795 0.0050176 0.0313433 TEKT2 27285
ENSG00000121864 2951.23925 0.1567802 0.0618586 0.0050310 0.0314118 ZNF639 51193
ENSG00000152217 8572.07577 0.3362071 0.1662397 0.0050360 0.0314281 SETBP1 26040
ENSG00000136274 12631.38909 -0.1308232 0.0500248 0.0050393 0.0314340 NACAD 23148
ENSG00000162521 19881.60602 0.0941300 0.0344619 0.0050627 0.0315652 RBBP4 5928
ENSG00000165209 8385.06940 0.1880607 0.0762543 0.0050711 0.0316025 STRBP 55342
ENSG00000126247 11870.61429 -0.1287905 0.0482820 0.0050937 0.0317281 CAPNS1 826
ENSG00000108001 23241.51236 0.3906538 0.2214762 0.0051013 0.0317600 EBF3 253738
ENSG00000101347 3273.32983 0.1533622 0.0603674 0.0051121 0.0318126 SAMHD1 25939
ENSG00000083290 6372.79636 0.1660676 0.0665007 0.0051230 0.0318654 ULK2 9706
ENSG00000141569 1161.91497 -0.2885652 0.1410038 0.0051350 0.0319244 TRIM65 201292
ENSG00000095002 7458.37536 0.1242542 0.0472664 0.0051409 0.0319462 MSH2 4436
ENSG00000162817 278.43698 -0.3836740 0.2160039 0.0051450 0.0319567 C1orf115 79762
ENSG00000143493 2298.47442 0.1644086 0.0657779 0.0051508 0.0319774 INTS7 25896
ENSG00000075426 127.81031 0.4914250 0.3215405 0.0051721 0.0320945 FOSL2 2355
ENSG00000198492 8355.22276 0.1247611 0.0469211 0.0051759 0.0321030 YTHDF2 51441
ENSG00000139644 27288.78575 -0.1041665 0.0389073 0.0051798 0.0321120 TMBIM6 7009
ENSG00000125354 11902.24456 0.1094562 0.0412589 0.0051988 0.0322145 SEPTIN6 23157
ENSG00000186976 208.60372 0.3948601 0.2266170 0.0052230 0.0323492 EFCAB6 64800
ENSG00000198937 1183.89335 -0.2375400 0.1067972 0.0052416 0.0324488 CCDC167 154467
ENSG00000068745 13420.25286 0.1094932 0.0411978 0.0052622 0.0325610 IP6K2 51447
ENSG00000256087 1429.32091 0.1986166 0.0838551 0.0052853 0.0326884 ZNF432 9668
ENSG00000091542 5492.90979 -0.1329135 0.0512762 0.0052953 0.0327353 ALKBH5 54890
ENSG00000184347 6994.21945 0.3560429 0.1942466 0.0053286 0.0329255 SLIT3 6586
ENSG00000180287 1252.86267 -0.2875594 0.1415825 0.0053532 0.0330620 PLD5 200150
ENSG00000185664 282.40766 -0.3762537 0.2120571 0.0053638 0.0331114 PMEL 6490
ENSG00000064655 1756.47232 0.2450262 0.1113196 0.0054185 0.0334334 EYA2 2139
ENSG00000149294 109348.21499 0.1234249 0.0465318 0.0054410 0.0335432 NCAM1 4684
ENSG00000103876 299.68491 -0.3840741 0.2214381 0.0054414 0.0335432 FAH 2184
ENSG00000177272 2063.56825 0.2426466 0.1106888 0.0054522 0.0335941 KCNA3 3738
ENSG00000135090 5027.05464 0.1285367 0.0495009 0.0054656 0.0336607 TAOK3 51347
ENSG00000138757 40046.13975 0.1011201 0.0369230 0.0055054 0.0338744 G3BP2 9908
ENSG00000076826 7307.59961 0.1609865 0.0646468 0.0055039 0.0338744 CAMSAP3 57662
ENSG00000090372 13175.75230 0.1386402 0.0539130 0.0055206 0.0339519 STRN4 29888
ENSG00000269994 1113.84010 -0.2546774 0.1193396 0.0055240 0.0339568 LINC02893 440173
ENSG00000116667 9330.74453 0.1512089 0.0590514 0.0055292 0.0339727 C1orf21 81563
ENSG00000146112 5500.29945 0.1724308 0.0704464 0.0055348 0.0339912 PPP1R18 170954
ENSG00000146112 5500.29945 0.1724308 0.0704464 0.0055348 0.0339912 PPP1R18 107987457
ENSG00000179163 1376.93261 0.2034327 0.0871907 0.0055399 0.0340070 FUCA1 2517
ENSG00000163320 13537.37654 0.0966738 0.0361722 0.0055692 0.0341546 CGGBP1 8545
ENSG00000174804 227.08345 -0.3976436 0.2359941 0.0055688 0.0341546 FZD4 8322
ENSG00000145348 6255.83831 0.1208457 0.0462151 0.0055963 0.0343051 TBCK 93627
ENSG00000188352 8193.73237 -0.1225841 0.0474782 0.0056017 0.0343216 FOCAD 54914
ENSG00000167555 1865.94975 0.2124765 0.0927760 0.0056043 0.0343216 ZNF528 84436
ENSG00000153132 2295.55529 0.1601110 0.0644435 0.0056101 0.0343411 CLGN 1047
ENSG00000140538 7961.70766 0.1631483 0.0659696 0.0056127 0.0343412 NTRK3 4916
ENSG00000116266 912.96894 -0.2717239 0.1310242 0.0056231 0.0343827 STXBP3 6814
ENSG00000166135 6681.29462 -0.1319478 0.0513180 0.0056247 0.0343827 HIF1AN 55662
ENSG00000172380 1039.48919 -0.6993026 0.7533720 0.0056316 0.0344017 GNG12 55970
ENSG00000170500 20950.23541 0.1373829 0.0542177 0.0056331 0.0344017 LONRF2 164832
ENSG00000198720 6671.11316 0.1681565 0.0684812 0.0056422 0.0344411 ANKRD13B 124930
ENSG00000123684 8747.46371 -0.1136137 0.0436720 0.0056555 0.0345067 LPGAT1 9926
ENSG00000143036 230.02738 -0.4982579 0.3485922 0.0057003 0.0347638 SLC44A3 126969
ENSG00000108679 7855.69878 -0.1106977 0.0423322 0.0057159 0.0348424 LGALS3BP 3959
ENSG00000249803 450.98748 -0.3681924 0.2107108 0.0057208 0.0348562 105379191
ENSG00000185404 249.60511 -0.3753533 0.2168147 0.0057294 0.0348764 SP140L 93349
ENSG00000167964 1648.26621 -0.4828624 0.3362708 0.0057282 0.0348764 RAB26 25837
ENSG00000143995 665.82406 0.2611022 0.1239564 0.0057449 0.0349220 MEIS1 4211
ENSG00000047597 304.91092 -0.3374408 0.1831561 0.0057433 0.0349220 XK 7504
ENSG00000186416 3615.22578 0.1524581 0.0610243 0.0057411 0.0349220 NKRF 55922
ENSG00000111269 6702.42188 -0.1932644 0.0825061 0.0057518 0.0349475 CREBL2 1389
ENSG00000117069 5163.62127 -0.1702401 0.0703193 0.0057557 0.0349551 ST6GALNAC5 81849
ENSG00000091664 34552.13540 0.1028073 0.0398403 0.0057623 0.0349792 SLC17A6 57084
ENSG00000184144 961.32967 -0.5907215 0.5043507 0.0057667 0.0349896 CNTN2 6900
ENSG00000138413 17348.03598 0.1223452 0.0476073 0.0058363 0.0353957 IDH1 3417
ENSG00000185736 5210.68142 0.1401744 0.0553126 0.0058460 0.0354381 ADARB2 105
ENSG00000048991 9214.46477 0.1776204 0.0743853 0.0058660 0.0355430 R3HDM1 23518
ENSG00000181804 802.50270 -0.2722418 0.1334692 0.0058691 0.0355451 SLC9A9 285195
ENSG00000086717 200.60349 -0.4358417 0.2810340 0.0058767 0.0355747 PPEF1 5475
ENSG00000148218 2740.55604 0.1505045 0.0601632 0.0058867 0.0356191 ALAD 210
ENSG00000196230 188737.52296 0.0901578 0.0338150 0.0059026 0.0356984 TUBB 203068
ENSG00000171634 17708.45295 0.1052740 0.0399960 0.0059165 0.0357665 BPTF 2186
ENSG00000172350 1238.25272 -0.2003631 0.0868008 0.0059294 0.0358230 ABCG4 64137
ENSG00000183655 1021.60673 0.2293367 0.1038911 0.0059341 0.0358230 KLHL25 64410
ENSG00000275832 2347.65058 -0.1693324 0.0698552 0.0059321 0.0358230 ARHGAP23 57636
ENSG00000122254 5241.64653 0.2381231 0.1090875 0.0059439 0.0358657 HS3ST2 9956
ENSG00000272031 1285.20457 -0.1974164 0.0850304 0.0059563 0.0359239 ANKRD34A 284615
ENSG00000154027 3863.26053 -0.1807066 0.0759106 0.0059781 0.0360391 AK5 26289
ENSG00000136810 6078.70394 0.1182269 0.0456004 0.0060184 0.0362654 TXN 7295
ENSG00000268471 751.24821 0.2459246 0.1150252 0.0060353 0.0363239 MIR4453HG 54553
ENSG00000123643 6081.82638 -0.1202855 0.0466290 0.0060364 0.0363239 SLC36A1 206358
ENSG00000169122 1990.27712 0.2222859 0.0998703 0.0060349 0.0363239 FAM110B 90362
ENSG00000184368 1457.18089 0.2026281 0.0881199 0.0060470 0.0363708 MAP7D2 256714
ENSG00000059728 5732.59645 0.1482954 0.0578505 0.0060545 0.0363920 MXD1 4084
ENSG00000271860 705.32222 0.2959844 0.1512502 0.0060561 0.0363920 101927314
ENSG00000091010 251.18344 0.4056221 0.2521246 0.0060676 0.0364447 POU4F3 5459
ENSG00000135749 9807.33842 -0.1114067 0.0431162 0.0060917 0.0365558 PCNX2 80003
ENSG00000133935 3823.40837 0.1583645 0.0643722 0.0060889 0.0365558 ERG28 11161
ENSG00000142102 154.86361 -0.4292803 0.2806944 0.0060958 0.0365639 PGGHG 80162
ENSG00000119771 3958.03775 -0.1603905 0.0655641 0.0061240 0.0367163 KLHL29 114818
ENSG00000183837 845.95513 -0.2758396 0.1366886 0.0061337 0.0367572 PNMA3 29944
ENSG00000157911 1594.09353 -0.1864901 0.0793589 0.0061433 0.0367811 PEX10 5192
ENSG00000159579 5774.98384 0.1484575 0.0579612 0.0061416 0.0367811 RSPRY1 89970
ENSG00000020577 581.71527 -0.3015122 0.1555777 0.0061702 0.0369255 SAMD4A 23034
ENSG00000133874 496.01651 0.3319586 0.1824542 0.0061989 0.0370806 RNF122 79845
ENSG00000135931 3639.06013 0.1505463 0.0606250 0.0062091 0.0371246 ARMC9 80210
ENSG00000248383 332.71791 -0.3828853 0.2322570 0.0062127 0.0371288 PCDHAC1 56135
ENSG00000150938 23066.56309 -0.1760962 0.0735713 0.0062471 0.0373177 CRIM1 51232
ENSG00000170836 2065.04763 0.1930892 0.0834606 0.0062520 0.0373298 PPM1D 8493
ENSG00000110218 4387.62579 0.1889619 0.0808480 0.0062610 0.0373666 PANX1 24145
ENSG00000160746 1775.36578 -0.1893002 0.0811590 0.0062690 0.0373892 ANO10 55129
ENSG00000105576 18866.44801 -0.1070634 0.0413161 0.0062705 0.0373892 TNPO2 30000
ENSG00000175040 1358.06140 0.4804268 0.3489737 0.0062816 0.0374217 CHST2 9435
ENSG00000080823 1138.56416 0.2258079 0.1027489 0.0062793 0.0374217 MOK 5891
ENSG00000241472 169.49759 -0.4567828 0.3205953 0.0062874 0.0374247 PTPRG-AS1 100506994
ENSG00000175471 1815.52360 -0.1984962 0.0864551 0.0062879 0.0374247 MCTP1 79772
ENSG00000153560 6175.89285 0.1198281 0.0466469 0.0062985 0.0374713 UBP1 7342
ENSG00000198015 4238.83331 0.1326386 0.0517868 0.0063085 0.0375136 MRPL42 28977
ENSG00000145734 7464.21992 0.1387291 0.0550206 0.0063250 0.0375944 BDP1 55814
ENSG00000138835 1595.91948 -0.1826919 0.0777222 0.0063732 0.0378638 RGS3 5998
ENSG00000155849 6434.76114 -0.1956102 0.0855506 0.0064242 0.0381497 ELMO1 9844
ENSG00000108100 5481.74997 -0.1511314 0.0615002 0.0064309 0.0381720 CCNY 219771
ENSG00000105778 6427.85754 0.1310814 0.0518340 0.0064345 0.0381762 AVL9 23080
ENSG00000171159 3821.46479 -0.1772139 0.0753744 0.0064766 0.0384089 BBLN 79095
ENSG00000086619 767.39620 -0.2642259 0.1308750 0.0065079 0.0385483 ERO1B 56605
ENSG00000182197 3173.80118 -0.1600418 0.0657992 0.0065089 0.0385483 EXT1 2131
ENSG00000125505 5864.85821 -0.1444744 0.0582480 0.0065036 0.0385483 MBOAT7 79143
ENSG00000011566 7638.87222 0.1167479 0.0455953 0.0065215 0.0386050 MAP4K3 8491
ENSG00000164199 1304.96386 -0.2140416 0.0967689 0.0065331 0.0386566 ADGRV1 84059
ENSG00000023909 749.06526 -0.2534228 0.1228251 0.0065741 0.0388639 GCLM 2730
ENSG00000162980 2170.90372 0.1681129 0.0701639 0.0065729 0.0388639 ARL5A 26225
ENSG00000141505 547.84459 0.2691198 0.1335620 0.0065897 0.0389387 ASGR1 432
ENSG00000145247 3182.48700 0.1557483 0.0638696 0.0066029 0.0389993 OCIAD2 132299
ENSG00000184905 3534.40714 0.1632021 0.0676185 0.0066213 0.0390845 TCEAL2 140597
ENSG00000259291 810.38462 0.2870996 0.1478330 0.0066233 0.0390845 ZNF710-AS1 109729181
ENSG00000269609 1831.64796 0.2025580 0.0893580 0.0066270 0.0390888 C10orf95-AS1 100505761
ENSG00000163251 133.42694 -0.4571398 0.3308852 0.0066381 0.0391363 FZD5 7855
ENSG00000164620 2259.79127 -0.1888026 0.0816651 0.0066411 0.0391363 RELL2 285613
ENSG00000119227 992.04432 -0.2194745 0.1003088 0.0066722 0.0393023 PIGZ 80235
ENSG00000188342 2625.61303 0.1621167 0.0671630 0.0066931 0.0394040 GTF2F2 2963
ENSG00000134419 2611.50730 -0.2238878 0.1030017 0.0066955 0.0394040 RPS15A 6210
ENSG00000166436 955.44643 -0.2417378 0.1149270 0.0067009 0.0394179 TRIM66 9866
ENSG00000196233 23148.86231 0.1403965 0.0556253 0.0067112 0.0394540 LCOR 84458
ENSG00000111266 2736.65988 -0.4917571 0.3797443 0.0067130 0.0394540 DUSP16 80824
ENSG00000142528 1562.35705 0.2118055 0.0951344 0.0067295 0.0395334 ZNF473 25888
ENSG00000110092 5638.63454 -0.4785280 0.3551631 0.0067327 0.0395341 CCND1 595
ENSG00000148600 644.28556 -0.2828938 0.1458347 0.0067360 0.0395357 CDHR1 92211
ENSG00000198242 8596.92428 -0.1500628 0.0613705 0.0067797 0.0397744 RPL23A 6147
ENSG00000165124 259.03511 0.4256406 0.2905662 0.0067842 0.0397833 SVEP1 79987
ENSG00000130816 8068.60046 0.1310914 0.0522966 0.0068294 0.0400306 DNMT1 1786
ENSG00000137821 3630.22726 0.1467599 0.0596963 0.0068346 0.0400433 LRRC49 54839
ENSG00000187372 495.62365 -0.2798996 0.1441449 0.0068456 0.0400894 PCDHB13 56123
ENSG00000182836 12213.14061 0.2745961 0.1421245 0.0068517 0.0401065 PLCXD3 345557
ENSG00000105518 955.75701 -0.2179682 0.0994467 0.0068546 0.0401065 TMEM205 374882
ENSG00000272142 184.28307 -0.4114417 0.2735043 0.0068649 0.0401485 LYRM4-AS1 100129461
ENSG00000180730 1219.30677 -0.2626935 0.1305449 0.0068813 0.0402266 SHISA2 387914
ENSG00000173611 3013.59640 0.2068574 0.0926878 0.0068900 0.0402595 SCAI 286205
ENSG00000160877 4202.97705 -0.1312549 0.0527966 0.0068958 0.0402755 NACC1 112939
ENSG00000100280 8958.78345 -0.1212498 0.0478048 0.0069045 0.0403083 AP1B1 162
ENSG00000137124 2148.27839 -0.1663038 0.0696990 0.0069103 0.0403242 ALDH1B1 219
ENSG00000167468 8814.93567 -0.1272781 0.0507869 0.0069801 0.0407134 GPX4 2879
ENSG00000101204 8226.64975 0.1827712 0.0783993 0.0069836 0.0407162 CHRNA4 1137
ENSG00000260920 714.20850 0.2796699 0.1442378 0.0069992 0.0407731 NA
ENSG00000166448 8851.91363 -0.1153501 0.0452918 0.0069996 0.0407731 TMEM130 222865
ENSG00000162706 21862.72895 0.1613617 0.0675467 0.0070283 0.0409219 CADM3 57863
ENSG00000007062 137.61212 -0.5164768 0.4660964 0.0070641 0.0411123 PROM1 8842
ENSG00000174437 47544.44258 -0.0816594 0.0321276 0.0070794 0.0411827 ATP2A2 488
ENSG00000079435 756.92355 0.2583105 0.1282281 0.0071151 0.0413720 LIPE 3991
ENSG00000158555 2123.24247 0.2423054 0.1172325 0.0071211 0.0413890 GDPD5 81544
ENSG00000083097 7750.28046 0.1258343 0.0501854 0.0071286 0.0414140 DOP1A 23033
ENSG00000174705 10206.27026 0.1210978 0.0479520 0.0071634 0.0415794 SH3PXD2B 285590
ENSG00000139219 360.73111 -0.4514307 0.3409888 0.0071616 0.0415794 COL2A1 1280
ENSG00000148942 140.83965 -0.4691740 0.3679856 0.0071728 0.0416156 SLC5A12 159963
ENSG00000100503 4756.60263 0.1540422 0.0631038 0.0072166 0.0418511 NIN 51199
ENSG00000134595 154.06650 -0.5544393 0.6266848 0.0072425 0.0419828 SOX3 6658
ENSG00000100106 2954.24223 0.1964663 0.0873180 0.0072496 0.0420053 TRIOBP 11078
ENSG00000115421 4483.65534 0.1300434 0.0522538 0.0072657 0.0420113 PAPOLG 64895
ENSG00000146476 1744.21870 -0.1897635 0.0835406 0.0072666 0.0420113 ARMT1 79624
ENSG00000160584 6136.17425 0.1375973 0.0559394 0.0072589 0.0420113 SIK3 23387
ENSG00000161800 1202.20868 -0.2292620 0.1084773 0.0072623 0.0420113 RACGAP1 29127
ENSG00000138604 1582.11798 0.2819690 0.1474418 0.0072590 0.0420113 GLCE 26035
ENSG00000184635 668.38919 0.2441493 0.1189121 0.0073025 0.0422002 ZNF93 81931
ENSG00000096384 108245.05996 -0.0901271 0.0347208 0.0073077 0.0422116 HSP90AB1 3326
ENSG00000203867 510.64672 0.3948446 0.2614280 0.0073245 0.0422898 RBM20 282996
ENSG00000175161 26492.40115 0.1646238 0.0693561 0.0073355 0.0423346 CADM2 253559
ENSG00000144229 15051.75498 -0.3072660 0.1744831 0.0073642 0.0424646 THSD7B 80731
ENSG00000114650 8234.23896 -0.1259491 0.0505991 0.0073645 0.0424646 SCAP 22937
ENSG00000108669 5095.20972 0.1209241 0.0482235 0.0073879 0.0425808 CYTH1 9267
ENSG00000187134 3381.58915 0.1865178 0.0818311 0.0073921 0.0425866 AKR1C1 1645
ENSG00000175216 25181.82435 0.0930529 0.0383477 0.0074061 0.0426483 CKAP5 9793
ENSG00000172765 7155.00227 0.1308826 0.0522242 0.0074105 0.0426554 TMCC1 23023
ENSG00000285756 4609.52266 0.1659027 0.0701710 0.0074155 0.0426653 NA
ENSG00000173404 2226.24804 -0.4289987 0.3176251 0.0074408 0.0427920 INSM1 3642
ENSG00000214562 540.39306 0.3064031 0.1693578 0.0074580 0.0428718 NUTM2D 728130
ENSG00000112715 351.78848 -0.4861208 0.4287634 0.0074873 0.0430218 VEGFA 7422
ENSG00000175061 17692.11562 -0.0971294 0.0379627 0.0074945 0.0430444 SNHG29 125144
ENSG00000116731 10806.62180 0.1410305 0.0578915 0.0074996 0.0430545 PRDM2 7799
ENSG00000188807 4038.38514 -0.1724868 0.0744550 0.0075164 0.0431320 TMEM201 199953
ENSG00000120805 3001.42361 -0.1644683 0.0701638 0.0075295 0.0431887 ARL1 400
ENSG00000082684 5068.25069 -0.2152720 0.1001015 0.0075385 0.0432026 SEMA5B 54437
ENSG00000183496 3047.41899 0.1943083 0.0866863 0.0075385 0.0432026 MEX3B 84206
ENSG00000121005 1391.77156 -0.2134576 0.0988259 0.0075545 0.0432751 CRISPLD1 83690
ENSG00000163536 5597.30009 0.1297631 0.0523765 0.0075954 0.0434905 SERPINI1 5274
ENSG00000291101 206.49518 0.3647172 0.2304551 0.0076116 0.0435639 100289333
ENSG00000070018 4578.78182 0.1501040 0.0624370 0.0076257 0.0436255 LRP6 4040
ENSG00000187678 6289.59822 -0.1456637 0.0603379 0.0076300 0.0436313 SPRY4 81848
ENSG00000188976 6790.84818 -0.1215643 0.0488241 0.0076360 0.0436468 NOC2L 26155
ENSG00000175224 7094.99691 -0.1172682 0.0469333 0.0076659 0.0437984 ATG13 9776
ENSG00000196782 13467.17788 0.1143309 0.0453458 0.0076732 0.0438212 MAML3 55534
ENSG00000119711 1603.60521 -0.1954878 0.0878504 0.0076844 0.0438658 ALDH6A1 4329
ENSG00000066032 17145.57878 0.1377269 0.0562463 0.0076882 0.0438684 CTNNA2 1496
ENSG00000197296 2338.75529 -0.1926488 0.0861925 0.0077106 0.0439775 FITM2 128486
ENSG00000166105 1368.62727 -0.2167080 0.1014248 0.0077243 0.0440255 GLB1L3 112937
ENSG00000101773 614.34769 0.2919714 0.1583754 0.0077258 0.0440255 RBBP8 5932
ENSG00000100605 8461.68561 -0.1223310 0.0492844 0.0077311 0.0440369 ITPK1 3705
ENSG00000228495 322.48776 0.3689301 0.2370124 0.0077446 0.0440751 LINC01013 100507254
ENSG00000167992 252.16164 0.3552864 0.2212651 0.0077430 0.0440751 VWCE 220001
ENSG00000198929 2015.57957 -0.2737271 0.1439073 0.0077640 0.0441589 NOS1AP 9722
ENSG00000196368 4541.73122 0.1524046 0.0629378 0.0077660 0.0441589 NUDT11 55190
ENSG00000088930 10180.39500 0.1008236 0.0396132 0.0077773 0.0442039 XRN2 22803
ENSG00000196345 2189.72551 0.1816901 0.0797609 0.0077964 0.0442931 ZKSCAN7 55888
ENSG00000151835 23934.68357 0.1367966 0.0561350 0.0078396 0.0445196 SACS 26278
ENSG00000261578 420.68223 0.2843343 0.1522941 0.0078494 0.0445560 NA
ENSG00000102904 534.70146 0.2626798 0.1345685 0.0078795 0.0447070 TSNAXIP1 55815
ENSG00000164031 5119.69780 -0.1738490 0.0758063 0.0079150 0.0448892 DNAJB14 79982
ENSG00000152078 509.94402 -0.2963005 0.1644195 0.0079409 0.0450167 TLCD4 148534
ENSG00000157657 11289.14771 0.1355751 0.0555592 0.0079684 0.0451533 ZNF618 114991
ENSG00000181222 24378.66808 0.1174908 0.0470724 0.0079874 0.0452414 POLR2A 5430
ENSG00000165801 6025.89566 -0.1419156 0.0587836 0.0080069 0.0453318 ARHGEF40 55701
ENSG00000158158 1821.38934 -0.1685851 0.0729910 0.0080155 0.0453613 CNNM4 26504
ENSG00000116991 23093.31134 -0.1088735 0.0431826 0.0080302 0.0454054 SIPA1L2 57568
ENSG00000135333 2254.89877 0.2143531 0.1005210 0.0080289 0.0454054 EPHA7 2045
ENSG00000147324 7265.98841 0.1121526 0.0446249 0.0080632 0.0455720 MFHAS1 9258
ENSG00000147650 5220.31083 0.1378062 0.0564529 0.0080972 0.0457249 LRP12 29967
ENSG00000135457 5722.97676 0.1142509 0.0464209 0.0080955 0.0457249 TFCP2 7024
ENSG00000047188 5491.85554 0.1172346 0.0469159 0.0081014 0.0457291 YTHDC2 64848
ENSG00000169894 207.77802 -0.3655281 0.2401109 0.0081373 0.0459121 MUC3A 4584
ENSG00000291089 1085.38700 0.2420490 0.1202260 0.0081505 0.0459665 NA
ENSG00000111674 60389.22470 -0.1438739 0.0564071 0.0081612 0.0460072 ENO2 2026
ENSG00000185112 1384.74546 0.1897982 0.0852039 0.0081835 0.0461129 FAM43A 131583
ENSG00000089022 4663.68038 0.1223111 0.0498325 0.0081909 0.0461351 MAPKAPK5 8550
ENSG00000171603 36053.71379 -0.0974595 0.0390359 0.0082066 0.0462035 CLSTN1 22883
ENSG00000273032 2093.90921 0.2287824 0.1107839 0.0082158 0.0462352 DGCR5 26220
ENSG00000276644 21852.54243 0.0927449 0.0364137 0.0082220 0.0462506 DACH1 1602
ENSG00000082781 127.83064 -0.5005933 0.5966335 0.0082395 0.0463293 ITGB5 3693
ENSG00000030582 2983.28241 -0.1854208 0.0827426 0.0082528 0.0463842 GRN 2896
ENSG00000137575 5492.35114 -0.1291231 0.0531934 0.0082634 0.0464063 SDCBP 6386
ENSG00000198727 84259.66504 -0.1360796 0.0577515 0.0082638 0.0464063 MT-CYB 4519
ENSG00000166444 2522.89187 -0.2210727 0.1039146 0.0082735 0.0464404 DENND2B 6764
ENSG00000181045 2910.55481 -0.1848299 0.0823890 0.0083015 0.0465778 SLC26A11 284129
ENSG00000255399 730.55467 0.4011402 0.2904637 0.0083053 0.0465791 TBX5-AS1 255480
ENSG00000134962 184.02296 -0.4491000 0.3920188 0.0083330 0.0466351 KLB 152831
ENSG00000178988 11493.06701 0.1011706 0.0401312 0.0083269 0.0466351 MRFAP1L1 114932
ENSG00000171843 4867.66781 0.1766260 0.0792321 0.0083287 0.0466351 MLLT3 4300
ENSG00000288802 130.91248 0.4872613 0.4887839 0.0083329 0.0466351 NA
ENSG00000121289 2958.51711 0.1695834 0.0743488 0.0083275 0.0466351 CEP89 84902
ENSG00000113658 4662.25692 -0.1457115 0.0611883 0.0083376 0.0466410 SMAD5 4090
ENSG00000143815 3728.73838 0.1521555 0.0644820 0.0083415 0.0466428 LBR 3930
ENSG00000168397 6023.39566 -0.1154535 0.0466741 0.0083493 0.0466666 ATG4B 23192
ENSG00000101412 159.64005 -0.4305627 0.3495155 0.0083786 0.0468102 E2F1 1869
ENSG00000136840 524.78972 -0.2660809 0.1421718 0.0083950 0.0468816 ST6GALNAC4 27090
ENSG00000068120 3211.10288 -0.1525951 0.0653044 0.0084142 0.0469692 COASY 80347
ENSG00000074964 8248.74181 -0.1313203 0.0540133 0.0084244 0.0470029 ARHGEF10L 55160
ENSG00000258890 1849.76669 0.1730785 0.0759691 0.0084274 0.0470029 CEP95 90799
ENSG00000175395 2137.32995 0.1707701 0.0746249 0.0084374 0.0470385 ZNF25 219749
ENSG00000121481 6617.75409 0.1293999 0.0529047 0.0084604 0.0471470 RNF2 6045
ENSG00000254746 786.51136 0.3350885 0.2073128 0.0084771 0.0472199 105376654
ENSG00000161010 3148.65721 0.1451647 0.0609835 0.0084891 0.0472665 MRNIP 51149
ENSG00000099956 9624.86358 0.1063330 0.0424924 0.0084931 0.0472686 SMARCB1 6598
ENSG00000136280 2795.59537 -0.1704066 0.0735985 0.0085042 0.0472873 CCM2 83605
ENSG00000164951 5060.33315 0.1731579 0.0761630 0.0085108 0.0472873 PDP1 54704
ENSG00000015532 855.98594 -0.2282521 0.1116007 0.0085106 0.0472873 XYLT2 64132
ENSG00000100027 3667.92935 0.1755699 0.0775194 0.0085005 0.0472873 YPEL1 29799
ENSG00000143858 20638.38412 -0.4506448 0.4214143 0.0085502 0.0474857 SYT2 127833
ENSG00000146950 1511.23780 0.2784441 0.1535986 0.0086000 0.0477424 SHROOM2 357
ENSG00000139116 32976.46738 0.1063499 0.0429497 0.0086301 0.0478889 KIF21A 55605
ENSG00000144824 162.81132 -0.4398110 0.3866852 0.0086990 0.0482512 PHLDB2 90102
ENSG00000159256 3843.95034 0.1349274 0.0561225 0.0087368 0.0484401 MORC3 23515
ENSG00000104979 2362.56083 -0.1687907 0.0741432 0.0087622 0.0485602 C19orf53 28974
ENSG00000138386 2617.95266 -0.2118926 0.1004898 0.0087796 0.0485783 NAB1 4664
ENSG00000113163 5181.13571 -0.1213532 0.0496617 0.0087777 0.0485783 CERT1 10087
ENSG00000169131 1302.63419 0.2205621 0.1066375 0.0087839 0.0485783 ZNF354A 6940
ENSG00000156564 1199.20093 -0.2023935 0.0946081 0.0087816 0.0485783 LRFN2 57497
ENSG00000184613 16204.61602 -0.1369791 0.0573733 0.0087716 0.0485783 NELL2 4753
ENSG00000155099 9058.38946 -0.1456889 0.0616917 0.0088246 0.0487688 PIP4P2 55529
ENSG00000130204 5296.97256 -0.1422074 0.0595936 0.0088258 0.0487688 TOMM40 10452
ENSG00000163382 3982.22619 -0.1327629 0.0556334 0.0088366 0.0487755 NAXE 128240
ENSG00000066468 177.53105 -0.1838553 0.3710308 0.0088308 0.0487755 FGFR2 2263
ENSG00000121060 275.16005 -0.3506154 0.2308881 0.0088382 0.0487755 TRIM25 7706
ENSG00000168795 3998.42513 0.1323030 0.0549487 0.0088437 0.0487854 ZBTB5 9925
ENSG00000137955 3430.76587 -0.1558353 0.0671473 0.0089105 0.0491273 RABGGTB 5876
ENSG00000162402 16093.28518 0.0960505 0.0388755 0.0089191 0.0491273 USP24 23358
ENSG00000185811 161.58631 -0.3956703 0.2979024 0.0089181 0.0491273 IKZF1 10320
ENSG00000130559 19810.37735 0.1365411 0.0576901 0.0089207 0.0491273 CAMSAP1 157922
ENSG00000143093 9932.44232 0.1176902 0.0479459 0.0089283 0.0491488 STRIP1 85369
ENSG00000162407 105.70572 -0.4710417 0.5747480 0.0089508 0.0492520 PLPP3 8613
ENSG00000148730 24082.50066 0.1069033 0.0434708 0.0089653 0.0493108 EIF4EBP2 1979
ENSG00000101577 1942.36556 -0.1841481 0.0836118 0.0089695 0.0493137 LPIN2 9663
ENSG00000196189 344.89483 0.3866922 0.2849298 0.0089779 0.0493391 SEMA4A 64218
ENSG00000090097 29607.99903 -0.1279419 0.0529508 0.0089860 0.0493629 PCBP4 57060
ENSG00000184840 4343.43968 -0.1251369 0.0516859 0.0089924 0.0493775 TMED9 54732
ENSG00000242498 2203.64164 -0.1715433 0.0760711 0.0090070 0.0494366 ARPIN 348110
ENSG00000184220 2187.61438 -0.1899043 0.0873906 0.0090265 0.0495232 CMSS1 84319
ENSG00000184220 2187.61438 -0.1899043 0.0873906 0.0090265 0.0495232 CMSS1 105374010
ENSG00000213079 5315.72116 0.1281647 0.0531271 0.0090799 0.0497950 SCAF8 22828
ENSG00000168214 11860.38786 0.1034077 0.0414469 0.0091039 0.0498649 RBPJ 3516
ENSG00000224531 9941.52881 0.1232679 0.0511189 0.0091078 0.0498649 SMIM13 221710
ENSG00000118058 12963.72183 0.1643630 0.0717622 0.0091068 0.0498649 KMT2A 4297
ENSG00000130669 1922.55005 -0.2020894 0.0936280 0.0091057 0.0498649 PAK4 10298
amanda.volcano.plot(ko_vs_ctcf_res, title = "KO vs CTCF", 
                    gene.list = ko_vs_ctcf_sig %>% head(n=50) %>% pull(hgnc_symbol), 
                    FCcut = 0, Padjcut = 0.05) 

ht_opt$message = FALSE #to make heatmap errors go away

mymat <- ddsnorm %>% 
    data.frame() %>% 
    filter(row.names(ddsnorm) %in% ko_vs_ctcf_sig$ensembl_gene_id)

scaled_mat = t(scale(t(mymat)))
ht <- Heatmap(scaled_mat, name = "Z-score", 
              show_column_names = TRUE, 
              show_row_names = FALSE,
              cluster_columns = TRUE,
              heatmap_legend_param = list(direction="horizontal", nrow=1),
              row_title = "DE Genes", row_title_rot = 90, 
              column_title = "Samples", column_title_rot = 0, column_title_side = "bottom", column_names_rot = 45,
              use_raster = TRUE)
draw(ht, merge_legend = TRUE)

#BiocManager::install("UpSetR")
library("UpSetR")

dex_df = data.frame("gene" = ko_vs_ctcf_res$ensembl_gene_id, 
                 "KO_vs_CTCF" = 0,
                 "KO_vs_WT" = 0,
                 "CTCF_vs_WT" = 0)

dex_df[dex_df$gene %in% ko_vs_ctcf_sig$ensembl_gene_id, "KO_vs_CTCF"] = 1
dex_df[dex_df$gene %in% ko_vs_WT_sig$ensembl_gene_id, "KO_vs_WT"] = 1
dex_df[dex_df$gene %in% ctcf_vs_WT_sig$ensembl_gene_id, "CTCF_vs_WT"] = 1

upset(dex_df, sets = c("KO_vs_WT",  "CTCF_vs_WT"), sets.bar.color = "#56B4E9", order.by = "freq", empty.intersections = "off")

upset(dex_df, sets.bar.color = "#56B4E9", order.by = "freq", empty.intersections = "off")
sessionInfo()
## R version 4.3.0 (2023-04-21)
## Platform: x86_64-apple-darwin20 (64-bit)
## Running under: macOS 14.7.1
## 
## Matrix products: default
## BLAS:   /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRblas.0.dylib 
## LAPACK: /Library/Frameworks/R.framework/Versions/4.3-x86_64/Resources/lib/libRlapack.dylib;  LAPACK version 3.11.0
## 
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
## 
## time zone: America/Los_Angeles
## tzcode source: internal
## 
## attached base packages:
## [1] grid      stats4    stats     graphics  grDevices utils     datasets 
## [8] methods   base     
## 
## other attached packages:
##  [1] UpSetR_1.4.0                org.Hs.eg.db_3.18.0        
##  [3] DOSE_3.26.2                 GOSemSim_2.26.1            
##  [5] enrichplot_1.20.3           clusterProfiler_4.8.3      
##  [7] GO.db_3.18.0                AnnotationDbi_1.64.1       
##  [9] RColorBrewer_1.1-3          stringr_1.5.1              
## [11] circlize_0.4.16             ggrepel_0.9.6              
## [13] kableExtra_1.4.0            ComplexHeatmap_2.16.0      
## [15] biomaRt_2.56.1              ggbiplot_0.55              
## [17] scales_1.3.0                gridExtra_2.3              
## [19] tibble_3.2.1                ggplot2_3.5.1              
## [21] DESeq2_1.40.2               SummarizedExperiment_1.32.0
## [23] Biobase_2.62.0              MatrixGenerics_1.14.0      
## [25] matrixStats_1.4.1           GenomicRanges_1.54.1       
## [27] GenomeInfoDb_1.38.8         IRanges_2.36.0             
## [29] S4Vectors_0.40.2            BiocGenerics_0.48.1        
## [31] tidyr_1.3.1                 dplyr_1.1.4                
## [33] plyr_1.8.9                 
## 
## loaded via a namespace (and not attached):
##   [1] splines_4.3.0           bitops_1.0-8            ggplotify_0.1.2        
##   [4] filelock_1.0.3          polyclip_1.10-7         XML_3.99-0.17          
##   [7] lifecycle_1.0.4         mixsqp_0.3-54           doParallel_1.0.17      
##  [10] lattice_0.22-6          MASS_7.3-60.0.1         magrittr_2.0.3         
##  [13] sass_0.4.9              rmarkdown_2.28          jquerylib_0.1.4        
##  [16] yaml_2.3.10             cowplot_1.1.3           DBI_1.2.3              
##  [19] abind_1.4-8             zlibbioc_1.48.2         purrr_1.0.2            
##  [22] ggraph_2.2.1            RCurl_1.98-1.16         yulab.utils_0.1.7      
##  [25] tweenr_2.0.3            rappdirs_0.3.3          GenomeInfoDbData_1.2.11
##  [28] irlba_2.3.5.1           tidytree_0.4.6          svglite_2.1.3          
##  [31] codetools_0.2-20        DelayedArray_0.28.0     xml2_1.3.6             
##  [34] ggforce_0.4.2           tidyselect_1.2.1        shape_1.4.6.1          
##  [37] aplot_0.2.3             farver_2.1.2            viridis_0.6.5          
##  [40] BiocFileCache_2.10.2    jsonlite_1.8.8          GetoptLong_1.0.5       
##  [43] tidygraph_1.3.1         iterators_1.0.14        systemfonts_1.1.0      
##  [46] bbmle_1.0.25.1          foreach_1.5.2           ggnewscale_0.5.0       
##  [49] tools_4.3.0             progress_1.2.3          treeio_1.24.3          
##  [52] ragg_1.3.3              Rcpp_1.0.13             glue_1.7.0             
##  [55] SparseArray_1.2.4       xfun_0.47               qvalue_2.32.0          
##  [58] withr_3.0.1             numDeriv_2016.8-1.1     fastmap_1.2.0          
##  [61] fansi_1.0.6             digest_0.6.37           truncnorm_1.0-9        
##  [64] R6_2.5.1                gridGraphics_0.5-1      textshaping_0.4.0      
##  [67] colorspace_2.1-1        Cairo_1.6-2             RSQLite_2.3.7          
##  [70] utf8_1.2.4              generics_0.1.3          data.table_1.16.0      
##  [73] prettyunits_1.2.0       graphlayouts_1.1.1      httr_1.4.7             
##  [76] S4Arrays_1.2.1          scatterpie_0.2.4        pkgconfig_2.0.3        
##  [79] gtable_0.3.5            blob_1.2.4              XVector_0.42.0         
##  [82] shadowtext_0.1.4        htmltools_0.5.8.1       fgsea_1.26.0           
##  [85] clue_0.3-65             png_0.1-8               ashr_2.2-63            
##  [88] ggfun_0.1.6             knitr_1.48              rstudioapi_0.16.0      
##  [91] reshape2_1.4.4          rjson_0.2.21            nlme_3.1-166           
##  [94] coda_0.19-4.1           curl_5.2.2              bdsmatrix_1.3-7        
##  [97] cachem_1.1.0            GlobalOptions_0.1.2     parallel_4.3.0         
## [100] HDO.db_0.99.1           apeglm_1.22.1           pillar_1.9.0           
## [103] vctrs_0.6.5             dbplyr_2.5.0            cluster_2.1.6          
## [106] evaluate_0.24.0         invgamma_1.1            mvtnorm_1.3-1          
## [109] cli_3.6.3               locfit_1.5-9.10         compiler_4.3.0         
## [112] rlang_1.1.4             crayon_1.5.3            SQUAREM_2021.1         
## [115] labeling_0.4.3          emdbook_1.3.13          fs_1.6.4               
## [118] stringi_1.8.4           viridisLite_0.4.2       BiocParallel_1.36.0    
## [121] munsell_0.5.1           Biostrings_2.70.3       lazyeval_0.2.2         
## [124] Matrix_1.6-5            hms_1.1.3               patchwork_1.2.0        
## [127] bit64_4.0.5             KEGGREST_1.42.0         highr_0.11             
## [130] igraph_2.0.3            memoise_2.0.1           bslib_0.8.0            
## [133] ggtree_3.8.2            fastmatch_1.1-4         bit_4.0.5              
## [136] downloader_0.4          gson_0.1.0              ape_5.8